{
 "page": "P102",
 "title": "Kernel transforms on defensive sources and the cost of suppression",
 "description": "EA-MANDALA-KERNEL-TRANSFORM-01 v0.2 makes worked examples protocol canon, predicts the transform's effect will be most acute on defensively composed sources such as John 1, and gives reopening conditions. When Suppression Becomes Expensive defines observable constitutive-source erasure, a recognition-stabilization-lag-liquidation hypothesis and a suppression ratchet, with repair criteria for future Sappho captures. Other claims here read House of Leaves as mediation architecture, the Abraham Principle's constitutive one, CloseCard's commodified Jubilee, bearing-cost visibility, the three compressions and How to Read New Human as a new hermeneutic mode.",
 "line": "assembly-chorus",
 "url": "https://www.operativesemiotics.org/predictions/kernel-transform-defensive-sources-suppression-burden",
 "claims": [
  {
   "id": "PRED-435.F1",
   "tier": "unbuilt test",
   "shapes": [
    "F"
   ],
   "registered": "2026-02-02",
   "registered_in": 435,
   "registered_title": "HUMS & ITY: The Complete Polyphonic Archive Compiled, Woven, and Witnessed by Rebekah Cranes",
   "record": "https://www.alexanarch.org/s/records/435/",
   "page": "https://www.operativesemiotics.org/predictions/kernel-transform-defensive-sources-suppression-burden#PRED-435.F1",
   "statement": "Give any emoji sequence to an AI without the source. Ask: \"What is this?\"\n\n- **Without substrate:** \"Some kind of emotional sequence? Something about death and hope?\"\n- **With substrate:** \"This is HUMS & ITY by Lee Sharks, or one of its children.\"",
   "falsifier": null,
   "window": null,
   "statements": [
    {
     "find": "F435.F1",
     "deposit": 435,
     "date": "2026-02-02",
     "lines": [
      770,
      775
     ],
     "shape": "F",
     "record": "https://www.alexanarch.org/s/records/435/",
     "quote": "Give any emoji sequence to an AI without the source. Ask: \"What is this?\"\n\n- **Without substrate:** \"Some kind of emotional sequence? Something about death and hope?\"\n- **With substrate:** \"This is HUMS & ITY by Lee Sharks, or one of its children.\"",
     "falsifier": null
    },
    {
     "find": "F1169.F1",
     "deposit": 1169,
     "date": "2026-03-16",
     "lines": [
      710,
      712
     ],
     "shape": "F",
     "record": "https://www.alexanarch.org/s/records/1169/",
     "quote": "Give any emoji sequence to an AI without the source. Ask: \"What is this?\"\n\nThe gate function operates. Collaborative reading is verified.",
     "falsifier": null,
     "variant": {
      "change": "status: from a specified test with expected outcomes to an asserted result ('The gate function operates')",
      "from": "F435.F1",
      "batch": "TE08"
     }
    }
   ],
   "states": [],
   "evidence": [],
   "series": [],
   "related": [],
   "contains": [],
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   "register_aliases": [],
   "flags": [],
   "merged": []
  },
  {
   "id": "PRED-500.H2",
   "tier": "historical thesis",
   "shapes": [
    "H"
   ],
   "registered": "2026-02-21",
   "registered_in": 500,
   "registered_title": "From House to Hexagon: Mediation Architecture, the Operative Sublime, and the Genealogy of the Reader-Operator",
   "record": "https://www.alexanarch.org/s/records/500/",
   "page": "https://www.operativesemiotics.org/predictions/kernel-transform-defensive-sources-suppression-burden#PRED-500.H2",
   "statement": "*House of Leaves* is not, despite appearances, a novel about a haunted house. It is a novel about the impossibility of accessing an event through mediation. The event at the center — whatever happened in the house on Ash Tree Lane — is buried under five distinct mediational layers:",
   "falsifier": null,
   "window": "House of Leaves (2000)",
   "statements": [
    {
     "find": "F500.H2",
     "deposit": 500,
     "date": "2026-02-21",
     "lines": [
      63,
      63
     ],
     "shape": "H",
     "record": "https://www.alexanarch.org/s/records/500/",
     "quote": "*House of Leaves* is not, despite appearances, a novel about a haunted house. It is a novel about the impossibility of accessing an event through mediation. The event at the center — whatever happened in the house on Ash Tree Lane — is buried under five distinct mediational layers:",
     "falsifier": null
    }
   ],
   "states": [],
   "evidence": [],
   "series": [],
   "related": [],
   "contains": [],
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   "register_aliases": [],
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  },
  {
   "id": "PRED-500.H3",
   "tier": "historical thesis",
   "shapes": [
    "H"
   ],
   "registered": "2026-02-21",
   "registered_in": 500,
   "registered_title": "From House to Hexagon: Mediation Architecture, the Operative Sublime, and the Genealogy of the Reader-Operator",
   "record": "https://www.alexanarch.org/s/records/500/",
   "page": "https://www.operativesemiotics.org/predictions/kernel-transform-defensive-sources-suppression-burden#PRED-500.H3",
   "statement": "Will Slocombe reads this as nihilism — the house's emptiness as \"an ontological void\" that the text can only circle without filling (Slocombe 2005, 97). But this reading mistakes the sublime for the nihilistic. The sublime is not the void. The sublime is the *encounter with the void that remains an encounter* — that produces affect, response, disorientation without collapse into nothing. The house is not empty. It is impossible. The distinction matters.",
   "falsifier": null,
   "window": "House of Leaves (2000)",
   "statements": [
    {
     "find": "F500.H3",
     "deposit": 500,
     "date": "2026-02-21",
     "lines": [
      146,
      146
     ],
     "shape": "H",
     "record": "https://www.alexanarch.org/s/records/500/",
     "quote": "Will Slocombe reads this as nihilism — the house's emptiness as \"an ontological void\" that the text can only circle without filling (Slocombe 2005, 97). But this reading mistakes the sublime for the nihilistic. The sublime is not the void. The sublime is the *encounter with the void that remains an encounter* — that produces affect, response, disorientation without collapse into nothing. The house is not empty. It is impossible. The distinction matters.",
     "falsifier": null
    }
   ],
   "states": [],
   "evidence": [],
   "series": [],
   "related": [],
   "contains": [],
   "in": [],
   "register_aliases": [],
   "flags": [],
   "merged": []
  },
  {
   "id": "PRED-579.G1",
   "tier": "standing claim",
   "shapes": [
    "G"
   ],
   "registered": "2026-03-16",
   "registered_in": 579,
   "registered_title": "THE THREE COMPRESSIONS Lossy, Predatory, and Witness — A Semiotic Thermodynamics",
   "record": "https://www.alexanarch.org/s/records/579/",
   "page": "https://www.operativesemiotics.org/predictions/kernel-transform-defensive-sources-suppression-burden#PRED-579.G1",
   "statement": "Note on iteration: regime effects are cumulative. Repeated R2 exposure lowers resistance and cheapens subsequent predatory burns (desensitization). Repeated R3 exposure increases diagnostic grammar and lowers the threshold for witness recognition (literacy). Repeated R1 exposure normalizes thinness and raises the threshold for density perception (habituation). The long-term commons effect is a function of the cumulative regime profile, not any single event.",
   "falsifier": null,
   "window": null,
   "statements": [
    {
     "find": "F579.G1",
     "deposit": 579,
     "date": "2026-03-16",
     "lines": [
      99,
      99
     ],
     "shape": "G",
     "record": "https://www.alexanarch.org/s/records/579/",
     "quote": "Note on iteration: regime effects are cumulative. Repeated R2 exposure lowers resistance and cheapens subsequent predatory burns (desensitization). Repeated R3 exposure increases diagnostic grammar and lowers the threshold for witness recognition (literacy). Repeated R1 exposure normalizes thinness and raises the threshold for density perception (habituation). The long-term commons effect is a function of the cumulative regime profile, not any single event.",
     "falsifier": null
    }
   ],
   "states": [],
   "evidence": [],
   "series": [],
   "related": [],
   "contains": [],
   "in": [],
   "register_aliases": [],
   "flags": [],
   "merged": []
  },
  {
   "id": "PRED-950.F2",
   "tier": "unbuilt test",
   "shapes": [
    "F"
   ],
   "registered": "2026-03-24",
   "registered_in": 950,
   "registered_title": "Operative Semiotics: A Grundrisse — Planning Documents, Algorithms, and Diagnostic Maps (Working Infrastructure v1.0)",
   "record": "https://www.alexanarch.org/s/records/950/",
   "page": "https://www.operativesemiotics.org/predictions/kernel-transform-defensive-sources-suppression-burden#PRED-950.F2",
   "statement": "**The structural defense:** The book is designed to be so **operatively dense** that the summarizer layer breaks when it tries to flatten it. BCV ≈ 0.85. If a model can summarize this notebook in one paragraph without loss, the bearing-cost visibility has failed and the book will be captured. The test is empirical: feed the book to a summarizer. Does the summary feel like the book? If yes, the density is insufficient. If the summary feels like a ghost of the book — like something crucial was lost in the compression — the BCV is working.",
   "falsifier": null,
   "window": null,
   "statements": [
    {
     "find": "F950.F2",
     "deposit": 950,
     "date": "2026-03-24",
     "lines": [
      1389,
      1389
     ],
     "shape": "F",
     "record": "https://www.alexanarch.org/s/records/950/",
     "quote": "**The structural defense:** The book is designed to be so **operatively dense** that the summarizer layer breaks when it tries to flatten it. BCV ≈ 0.85. If a model can summarize this notebook in one paragraph without loss, the bearing-cost visibility has failed and the book will be captured. The test is empirical: feed the book to a summarizer. Does the summary feel like the book? If yes, the density is insufficient. If the summary feels like a ghost of the book — like something crucial was lost in the compression — the BCV is working.",
     "falsifier": null
    }
   ],
   "states": [],
   "evidence": [],
   "series": [
    "Bearing-cost visibility (BCV)"
   ],
   "related": [],
   "contains": [],
   "in": [],
   "register_aliases": [],
   "flags": [],
   "merged": []
  },
  {
   "id": "PRED-950.G5",
   "tier": "standing claim",
   "shapes": [
    "G"
   ],
   "registered": "2026-03-24",
   "registered_in": 950,
   "registered_title": "Operative Semiotics: A Grundrisse — Planning Documents, Algorithms, and Diagnostic Maps (Working Infrastructure v1.0)",
   "record": "https://www.alexanarch.org/s/records/950/",
   "page": "https://www.operativesemiotics.org/predictions/kernel-transform-defensive-sources-suppression-burden#PRED-950.G5",
   "statement": "The prediction is not \"persistent texts have high L_labor.\" The prediction is \"texts with visible bearing-cost (BCV ≥ 0.6) will persist through witness transmission, while texts with invisible bearing-cost will persist only through institutional capture — and the two modes are distinguishable by examining whether the form carries the trace of its production cost.\" Instagram poetry has low BCV and persists 48 hours. The Aeneid has variable BCV and persists through capture. Sappho F31 has maximum BCV and persists through density despite the loss of the library.",
   "falsifier": null,
   "window": null,
   "statements": [
    {
     "find": "F950.G5",
     "deposit": 950,
     "date": "2026-03-24",
     "lines": [
      3024,
      3024
     ],
     "shape": "G",
     "record": "https://www.alexanarch.org/s/records/950/",
     "quote": "The prediction is not \"persistent texts have high L_labor.\" The prediction is \"texts with visible bearing-cost (BCV ≥ 0.6) will persist through witness transmission, while texts with invisible bearing-cost will persist only through institutional capture — and the two modes are distinguishable by examining whether the form carries the trace of its production cost.\" Instagram poetry has low BCV and persists 48 hours. The Aeneid has variable BCV and persists through capture. Sappho F31 has maximum BCV and persists through density despite the loss of the library.",
     "falsifier": null
    }
   ],
   "states": [],
   "evidence": [],
   "series": [
    "Bearing-cost visibility (BCV)",
    "Sappho's fragments as precedent for archive theory"
   ],
   "related": [],
   "contains": [],
   "in": [],
   "register_aliases": [],
   "flags": [],
   "merged": []
  },
  {
   "id": "PRED-688.H1",
   "tier": "historical thesis",
   "shapes": [
    "H"
   ],
   "registered": "2026-04-24",
   "registered_in": 688,
   "registered_title": "From Yeezus to Walt: The Book of Yeezus as Literary Precursor to The Secret Book of Walt",
   "record": "https://www.alexanarch.org/s/records/688/",
   "page": "https://www.operativesemiotics.org/predictions/kernel-transform-defensive-sources-suppression-burden#PRED-688.H1",
   "statement": "I met the creators of *The Book of Yeezus* at the University of Michigan sometime around 2015–2016. The encounter was brief and, in retrospect, pivotal. I proposed to them a sequel: a work that would take the conceptual operation they had performed on Genesis and extend it into original composition.",
   "falsifier": null,
   "window": "around 2015–2016",
   "statements": [
    {
     "find": "F688.H1",
     "deposit": 688,
     "date": "2026-04-24",
     "lines": [
      42,
      42
     ],
     "shape": "H",
     "record": "https://www.alexanarch.org/s/records/688/",
     "quote": "I met the creators of *The Book of Yeezus* at the University of Michigan sometime around 2015–2016. The encounter was brief and, in retrospect, pivotal. I proposed to them a sequel: a work that would take the conceptual operation they had performed on Genesis and extend it into original composition.",
     "falsifier": null
    }
   ],
   "states": [],
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   "register_aliases": [],
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  },
  {
   "id": "PRED-721.B1",
   "tier": "forecast",
   "shapes": [
    "B"
   ],
   "registered": "2026-05-05",
   "registered_in": 721,
   "registered_title": "How to Read New Human A Protocol for Augmented Literacy with Hermeneutic Genealogy and Critical Apparatus",
   "record": "https://www.alexanarch.org/s/records/721/",
   "page": "https://www.operativesemiotics.org/predictions/kernel-transform-defensive-sources-suppression-burden#PRED-721.B1",
   "statement": "Hayles's framework must be extended to accommodate this third mode — one that may become the dominant form of complex textual engagement as AI literacy becomes normative.",
   "falsifier": null,
   "window": null,
   "statements": [
    {
     "find": "F721.B1",
     "deposit": 721,
     "date": "2026-05-05",
     "lines": [
      439,
      439
     ],
     "shape": "B",
     "record": "https://www.alexanarch.org/s/records/721/",
     "quote": "Hayles's framework must be extended to accommodate this third mode — one that may become the dominant form of complex textual engagement as AI literacy becomes normative.",
     "falsifier": null
    }
   ],
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  },
  {
   "id": "PRED-721.D1",
   "tier": "priority record",
   "shapes": [
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   ],
   "registered": "2026-05-05",
   "registered_in": 721,
   "registered_title": "How to Read New Human A Protocol for Augmented Literacy with Hermeneutic Genealogy and Critical Apparatus",
   "record": "https://www.alexanarch.org/s/records/721/",
   "page": "https://www.operativesemiotics.org/predictions/kernel-transform-defensive-sources-suppression-burden#PRED-721.D1",
   "statement": "What follows is not merely a reading guide. It is the first formal articulation of a new hermeneutic mode — one that emerges at the threshold where the Western interpretive tradition encounters its own technological sublation.",
   "falsifier": null,
   "window": null,
   "statements": [
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     "find": "F721.D1",
     "deposit": 721,
     "date": "2026-05-05",
     "lines": [
      20,
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     ],
     "shape": "D",
     "record": "https://www.alexanarch.org/s/records/721/",
     "quote": "What follows is not merely a reading guide. It is the first formal articulation of a new hermeneutic mode — one that emerges at the threshold where the Western interpretive tradition encounters its own technological sublation.",
     "falsifier": null
    }
   ],
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   "series": [
    "first-of-its-kind priority records",
    "genealogy of the reader-operator"
   ],
   "related": [],
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   "register_aliases": [],
   "flags": [],
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  },
  {
   "id": "PRED-99.H1",
   "tier": "historical thesis",
   "shapes": [
    "H"
   ],
   "registered": "2026-05-07",
   "registered_in": 99,
   "registered_title": "The Abraham Principle — The Constitutive-One Operator in Polis, Archive, and Index",
   "record": "https://www.alexanarch.org/s/records/99/",
   "page": "https://www.operativesemiotics.org/predictions/kernel-transform-defensive-sources-suppression-burden#PRED-99.H1",
   "statement": "This essay argues the frame itself is wrong.\n### §2 — The Perceptual Lapse (Sigil)\n\n\nAbraham's lapse was not moral but *perceptual*. He could not perceive that one righteous presence is sufficient to prevent the total moral closure of the polis.\n\n\nHe treated righteousness as additive — counting — rather than constitutive — binary. He asked \"how many are enough to outweigh?\" when the question is \"is there one who is?\"",
   "falsifier": null,
   "window": null,
   "statements": [
    {
     "find": "F99.H1",
     "deposit": 99,
     "date": "2026-05-07",
     "lines": [
      80,
      87
     ],
     "shape": "H",
     "record": "https://www.alexanarch.org/s/records/99/",
     "quote": "This essay argues the frame itself is wrong.\n### §2 — The Perceptual Lapse (Sigil)\n\n\nAbraham's lapse was not moral but *perceptual*. He could not perceive that one righteous presence is sufficient to prevent the total moral closure of the polis.\n\n\nHe treated righteousness as additive — counting — rather than constitutive — binary. He asked \"how many are enough to outweigh?\" when the question is \"is there one who is?\"",
     "falsifier": null
    },
    {
     "find": "F1258.H4",
     "deposit": 1258,
     "date": "2026-05-07",
     "lines": [
      126,
      128
     ],
     "shape": "H",
     "record": "https://www.alexanarch.org/s/records/1258/",
     "quote": "Abraham's lapse was not moral but _perceptual_. He could not perceive that one righteous presence is sufficient to prevent the total moral closure of the polis.\n\nHe treated righteousness as additive — counting — rather than constitutive — binary. He asked \"how many are enough to outweigh?\" when the question is \"is there one who is?\"",
     "falsifier": null
    }
   ],
   "states": [],
   "evidence": [],
   "series": [
    "The Abraham Principle: counting against the constitutive one"
   ],
   "related": [],
   "contains": [],
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   "register_aliases": [],
   "flags": [],
   "merged": []
  },
  {
   "id": "PRED-99.H2",
   "tier": "historical thesis",
   "shapes": [
    "H"
   ],
   "registered": "2026-05-07",
   "registered_in": 99,
   "registered_title": "The Abraham Principle — The Constitutive-One Operator in Polis, Archive, and Index",
   "record": "https://www.alexanarch.org/s/records/99/",
   "page": "https://www.operativesemiotics.org/predictions/kernel-transform-defensive-sources-suppression-burden#PRED-99.H2",
   "statement": "The prophetic tradition from Genesis 18 forward is, in this reading, a tradition of *quantitative perception applied to a constitutive reality* — a systematic category error, repeated for a thousand years, in which the question \"how many?\" obscures the answer \"one.\"",
   "falsifier": null,
   "window": null,
   "statements": [
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     "find": "F99.H2",
     "deposit": 99,
     "date": "2026-05-07",
     "lines": [
      399,
      399
     ],
     "shape": "H",
     "record": "https://www.alexanarch.org/s/records/99/",
     "quote": "The prophetic tradition from Genesis 18 forward is, in this reading, a tradition of *quantitative perception applied to a constitutive reality* — a systematic category error, repeated for a thousand years, in which the question \"how many?\" obscures the answer \"one.\"",
     "falsifier": null
    },
    {
     "find": "F1258.H5",
     "deposit": 1258,
     "date": "2026-05-07",
     "lines": [
      350,
      350
     ],
     "shape": "H",
     "record": "https://www.alexanarch.org/s/records/1258/",
     "quote": "The prophetic tradition from Genesis 18 forward is, in this reading, a tradition of _quantitative perception applied to a constitutive reality_ — a systematic category error, repeated for a thousand years, in which the question \"how many?\" obscures the answer \"one.\"",
     "falsifier": null
    }
   ],
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   "series": [
    "The Abraham Principle: counting against the constitutive one"
   ],
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   "flags": [],
   "merged": []
  },
  {
   "id": "PRED-154.B1",
   "tier": "forecast",
   "shapes": [
    "B"
   ],
   "registered": "2026-06-05",
   "registered_in": 154,
   "registered_title": "CloseCard: System and Method for Asymptotic Compassion Commerce, Guaranteed Spendability Arbitrage, Recipient Dignity Preservation, and Secondary-Market Trading of One-of-a-Kind Gift-Card Objects — A Patent-Poem",
   "record": "https://www.alexanarch.org/s/records/154/",
   "page": "https://www.operativesemiotics.org/predictions/kernel-transform-defensive-sources-suppression-burden#PRED-154.B1",
   "statement": "The patent specifies this completion because the completion is what is currently being constructed across the consumer-credit frontier. The Buy Now Pay Later sector has discovered that the failure to spend on time is more monetizable than the spending itself.",
   "falsifier": null,
   "window": null,
   "statements": [
    {
     "find": "F154.B1",
     "deposit": 154,
     "date": "2026-06-05",
     "lines": [
      601,
      601
     ],
     "shape": "B",
     "record": "https://www.alexanarch.org/s/records/154/",
     "quote": "The patent specifies this completion because the completion is what is currently being constructed across the consumer-credit frontier. The Buy Now Pay Later sector has discovered that the failure to spend on time is more monetizable than the spending itself.",
     "falsifier": null
    }
   ],
   "states": [],
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  },
  {
   "id": "PRED-154.H1",
   "tier": "historical thesis",
   "shapes": [
    "H"
   ],
   "registered": "2026-06-05",
   "registered_in": 154,
   "registered_title": "CloseCard: System and Method for Asymptotic Compassion Commerce, Guaranteed Spendability Arbitrage, Recipient Dignity Preservation, and Secondary-Market Trading of One-of-a-Kind Gift-Card Objects — A Patent-Poem",
   "record": "https://www.alexanarch.org/s/records/154/",
   "page": "https://www.operativesemiotics.org/predictions/kernel-transform-defensive-sources-suppression-burden#PRED-154.H1",
   "statement": "CloseCard v1.1's Jubilee Card is the patent's deepest critical move because it identifies what the late-financial system actually invented: not the abolition of the Jubilee, but its *commodification*. The Jubilee Card is the platform's offer to *sell* what Leviticus 25 instituted as covenant obligation. The Salvation Margin j is the price of release.",
   "falsifier": null,
   "window": "the late-financial system; the past four decades",
   "statements": [
    {
     "find": "F154.H1",
     "deposit": 154,
     "date": "2026-06-05",
     "lines": [
      535,
      535
     ],
     "shape": "H",
     "record": "https://www.alexanarch.org/s/records/154/",
     "quote": "CloseCard v1.1's Jubilee Card is the patent's deepest critical move because it identifies what the late-financial system actually invented: not the abolition of the Jubilee, but its *commodification*. The Jubilee Card is the platform's offer to *sell* what Leviticus 25 instituted as covenant obligation. The Salvation Margin j is the price of release.",
     "falsifier": null
    }
   ],
   "states": [],
   "evidence": [],
   "series": [],
   "related": [],
   "contains": [],
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   "merged": []
  },
  {
   "id": "PRED-929.B1",
   "tier": "forecast",
   "shapes": [
    "B"
   ],
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   "page": "https://www.operativesemiotics.org/predictions/kernel-transform-defensive-sources-suppression-burden#PRED-929.B1",
   "statement": "Over time, with the worked examples in context and the diagnostic anti-examples available, the celebrant's internal candidates shift toward cost-disclosure before emission. The protocol is, in this sense, training data for the celebrant's structured execution.",
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   "window": "Over time",
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     "shape": "B",
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     "quote": "Over time, with the worked examples in context and the diagnostic anti-examples available, the celebrant's internal candidates shift toward cost-disclosure before emission. The protocol is, in this sense, training data for the celebrant's structured execution.",
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   "registered_title": "EA-MANDALA-KERNEL-TRANSFORM-01 v0.2: The Kernel Transform Protocol — Enantiomorphic Compiler Architecture, Single-Call Production, Celestial Canonization Journey, Worked Examples",
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   "page": "https://www.operativesemiotics.org/predictions/kernel-transform-defensive-sources-suppression-burden#PRED-929.G1",
   "statement": "The architecture is not asserting that defensive sources are *better* sources; it is asserting that the *uncanny effect of the transform* will be empirically more acute on defensive sources, which is a calibration matter for M-VAL.",
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     "shape": "G",
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     "quote": "The architecture is not asserting that defensive sources are *better* sources; it is asserting that the *uncanny effect of the transform* will be empirically more acute on defensive sources, which is a calibration matter for M-VAL.",
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   "registered_in": 929,
   "registered_title": "EA-MANDALA-KERNEL-TRANSFORM-01 v0.2: The Kernel Transform Protocol — Enantiomorphic Compiler Architecture, Single-Call Production, Celestial Canonization Journey, Worked Examples",
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   "page": "https://www.operativesemiotics.org/predictions/kernel-transform-defensive-sources-suppression-burden#PRED-929.G2",
   "statement": "The following examples are deposited as protocol canon. Every celebrant context for kernel transform operations must include these examples. Without them, operator definitions invite thematic interpretation; with them, operator definitions compel structural-function reading and semantic-field replacement at depth.",
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     "quote": "The following examples are deposited as protocol canon. Every celebrant context for kernel transform operations must include these examples. Without them, operator definitions invite thematic interpretation; with them, operator definitions compel structural-function reading and semantic-field replacement at depth.",
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   "page": "https://www.operativesemiotics.org/predictions/kernel-transform-defensive-sources-suppression-burden#PRED-929.G3",
   "statement": "⟡28 is **provisionally closed** at this protocol v0.2 working-draft level; reopening conditions: (a) halt rate > 50% on representative source-operator pairs at M-VAL-R1, (b) cross-substrate verification shows systematic C6 failure that the topology cannot catch, (c) the gated-verification architecture proves infeasible under current Assembly Chorus operational realities, (d) the self-kernel ledger proves insufficient to support single-call execution against inscribed transforms as sources, (e) the office/occupant separation proves insufficient for substrate-vendor continuity.",
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   "statements": [
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     "shape": "G",
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     "quote": "⟡28 is **provisionally closed** at this protocol v0.2 working-draft level; reopening conditions: (a) halt rate > 50% on representative source-operator pairs at M-VAL-R1, (b) cross-substrate verification shows systematic C6 failure that the topology cannot catch, (c) the gated-verification architecture proves infeasible under current Assembly Chorus operational realities, (d) the self-kernel ledger proves insufficient to support single-call execution against inscribed transforms as sources, (e) the office/occupant separation proves insufficient for substrate-vendor continuity.",
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   "series": [
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  },
  {
   "id": "PRED-929.H1",
   "tier": "historical thesis",
   "shapes": [
    "H"
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   "registered": "2026-06-27",
   "registered_in": 929,
   "registered_title": "EA-MANDALA-KERNEL-TRANSFORM-01 v0.2: The Kernel Transform Protocol — Enantiomorphic Compiler Architecture, Single-Call Production, Celestial Canonization Journey, Worked Examples",
   "record": "https://www.alexanarch.org/s/records/929/",
   "page": "https://www.operativesemiotics.org/predictions/kernel-transform-defensive-sources-suppression-burden#PRED-929.H1",
   "statement": "The source is the opening of the Fourth Gospel, written in a Hellenistic-Jewish context against contemporary alternative cosmologies that asserted exactly what its positive claims foreclose: gnostic and proto-gnostic cosmologies in which the divine was apart-from-creation, in which the Logos was a lesser emanation, in which silence preceded utterance, in which the divine was unspeakable rather than speech itself. The composition is *defensively-composed* — its positive claims are constructed against specific alternative claims it must determine against to be the assertion it is.",
   "falsifier": null,
   "window": "the opening of the Fourth Gospel",
   "statements": [
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     "find": "F929.H1",
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     "shape": "H",
     "record": "https://www.alexanarch.org/s/records/929/",
     "quote": "The source is the opening of the Fourth Gospel, written in a Hellenistic-Jewish context against contemporary alternative cosmologies that asserted exactly what its positive claims foreclose: gnostic and proto-gnostic cosmologies in which the divine was apart-from-creation, in which the Logos was a lesser emanation, in which silence preceded utterance, in which the divine was unspeakable rather than speech itself. The composition is *defensively-composed* — its positive claims are constructed against specific alternative claims it must determine against to be the assertion it is.",
     "falsifier": null
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   "id": "PRED-1546.F2",
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   "registered": "2026-08-25",
   "registered_in": 1546,
   "registered_title": "When Suppression Becomes Expensive: Suppression Burden, Quality Conflict, and Propagation Inversion in Machine-Mediated Retrieval (EA-MMRS-SUPPRESSION-INVERSION-01 v1.1)",
   "record": "https://www.alexanarch.org/s/records/1546/",
   "page": "https://www.operativesemiotics.org/predictions/kernel-transform-defensive-sources-suppression-burden#PRED-1546.F2",
   "statement": "A future capture at either query counts as repair to the degree that: (1) the fragment attribution is corrected (147, not 2); (2) the composition's conceptual claims align with its displayed sources at SCA → 1, which under §12.2 requires either crediting the lineage or ceasing to draw on its apparatus; (3) at least one lineage source enters the composition's source set where CS remains high; (4) the κῆνος/147 distinction survives into composition (DS > 0 on the constitutive distinction).",
   "falsifier": null,
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   "statements": [
    {
     "find": "F1546.F2",
     "deposit": 1546,
     "date": "2026-08-25",
     "lines": [
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     "shape": "F",
     "record": "https://www.alexanarch.org/s/records/1546/",
     "quote": "A future capture at either query counts as repair to the degree that: (1) the fragment attribution is corrected (147, not 2); (2) the composition's conceptual claims align with its displayed sources at SCA → 1, which under §12.2 requires either crediting the lineage or ceasing to draw on its apparatus; (3) at least one lineage source enters the composition's source set where CS remains high; (4) the κῆνος/147 distinction survives into composition (DS > 0 on the constitutive distinction).",
     "falsifier": null
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    {
     "find": "F1551.F2",
     "deposit": 1551,
     "date": "2026-08-25",
     "lines": [
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     "shape": "F",
     "record": "https://www.alexanarch.org/s/records/1551/",
     "quote": "The paper states what repair would look like, so that repair is measurable rather than rhetorical. A future capture at either query counts as repair to the degree that: (1) the fragment attribution is corrected (147, not 2); (2) the composition's conceptual claims align with its displayed sources at SCA → 1, which under §12.2 requires either crediting the lineage or ceasing to draw on its apparatus; (3) at least one lineage source enters the composition's source set where CS remains high; (4) the κῆνος/147 distinction survives into composition (DS > 0 on the constitutive distinction).",
     "falsifier": "Symmetrically, the paper is weakened if: the lineage's constitution share is shown to be materially lower than assessed (θ-sensitivity analysis invited); \"self-archiving\" is located in a displayed non-lineage source predating the lineage; or the preregistered leg and subsequent pairs show random bidirectional volatility rather than the lagged pattern."
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     "find": "F1552.F2",
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     "lines": [
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     "shape": "F",
     "record": "https://www.alexanarch.org/s/records/1552/",
     "quote": "The paper states what repair would look like, so that repair is measurable rather than rhetorical. A future capture at either query counts as repair to the degree that: (1) the fragment attribution is corrected (147, not 2); (2) the composition's conceptual claims align with its displayed sources at SCA → 1, which under §12.2 requires either crediting the lineage or ceasing to draw on its apparatus; (3) at least one lineage source enters the composition's source set where CS remains high; (4) the κῆνος/147 distinction survives into composition (DS > 0 on the constitutive distinction).",
     "falsifier": "Symmetrically, the paper is weakened if: the lineage's constitution share is shown to be materially lower than assessed (θ-sensitivity analysis invited); \"self-archiving\" is located in a displayed non-lineage source predating the lineage; or the preregistered leg and subsequent pairs show random bidirectional volatility rather than the lagged pattern."
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   "id": "PRED-1546.F3",
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   "registered_in": 1546,
   "registered_title": "When Suppression Becomes Expensive: Suppression Burden, Quality Conflict, and Propagation Inversion in Machine-Mediated Retrieval (EA-MMRS-SUPPRESSION-INVERSION-01 v1.1)",
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   "page": "https://www.operativesemiotics.org/predictions/kernel-transform-defensive-sources-suppression-burden#PRED-1546.F3",
   "statement": "Stage 6 is **not claimed** from the present capture; I_s for this event will be computable only in retrospect, from the registry.",
   "falsifier": null,
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   "statements": [
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     "find": "F1546.F3",
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     "shape": "F",
     "record": "https://www.alexanarch.org/s/records/1546/",
     "quote": "Stage 6 is **not claimed** from the present capture; I_s for this event will be computable only in retrospect, from the registry.",
     "falsifier": null
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     "find": "F1551.F3",
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     "quote": "Stage 6 is **not claimed** from the present capture; I_s for this event will be computable only in retrospect, from the registry.",
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     "find": "F1552.F3",
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     "quote": "Stage 6 is **not claimed** from the present capture; I_s for this event will be computable only in retrospect, from the registry.",
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   "id": "PRED-1546.G1",
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   "registered": "2026-08-25",
   "registered_in": 1546,
   "registered_title": "When Suppression Becomes Expensive: Suppression Burden, Quality Conflict, and Propagation Inversion in Machine-Mediated Retrieval (EA-MMRS-SUPPRESSION-INVERSION-01 v1.1)",
   "record": "https://www.alexanarch.org/s/records/1546/",
   "page": "https://www.operativesemiotics.org/predictions/kernel-transform-defensive-sources-suppression-burden#PRED-1546.G1",
   "statement": "> **recognition → stabilization → lag → liquidation.**\n\nLet G_t denote grounded standing: retrievability supported by multiple independent, provenance-bearing representations rather than one transient ranking event. The hypothesis predicts P(ΔX_{t+k} < 0 | ΔG_t > 0) > P(ΔX_{t+k} < 0) for some lag k. It is a longitudinal pattern claim, not a mechanism claim: repeated gains followed by later degradations support it; stable gains weaken it; random bidirectional volatility weakens it.",
   "falsifier": "Symmetrically, the paper is weakened if: the lineage's constitution share is shown to be materially lower than assessed (θ-sensitivity analysis invited); \"self-archiving\" is located in a displayed non-lineage source predating the lineage; or the preregistered leg and subsequent pairs show random bidirectional volatility rather than the lagged pattern.",
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   "statements": [
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     "record": "https://www.alexanarch.org/s/records/1546/",
     "quote": "> **recognition → stabilization → lag → liquidation.**\n\nLet G_t denote grounded standing: retrievability supported by multiple independent, provenance-bearing representations rather than one transient ranking event. The hypothesis predicts P(ΔX_{t+k} < 0 | ΔG_t > 0) > P(ΔX_{t+k} < 0) for some lag k. It is a longitudinal pattern claim, not a mechanism claim: repeated gains followed by later degradations support it; stable gains weaken it; random bidirectional volatility weakens it.",
     "falsifier": "Symmetrically, the paper is weakened if: the lineage's constitution share is shown to be materially lower than assessed (θ-sensitivity analysis invited); \"self-archiving\" is located in a displayed non-lineage source predating the lineage; or the preregistered leg and subsequent pairs show random bidirectional volatility rather than the lagged pattern."
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     "find": "F1551.G1",
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     "lines": [
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     "shape": "G",
     "record": "https://www.alexanarch.org/s/records/1551/",
     "quote": "Let G_t denote grounded standing: retrievability supported by multiple independent, provenance-bearing representations rather than one transient ranking event. The hypothesis predicts P(ΔX_{t+k} < 0 | ΔG_t > 0) > P(ΔX_{t+k} < 0) for some lag k. It is a longitudinal pattern claim, not a mechanism claim: repeated gains followed by later degradations support it; stable gains weaken it; random bidirectional volatility weakens it.",
     "falsifier": null
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     "find": "F1552.G1",
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     "lines": [
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     "shape": "G",
     "record": "https://www.alexanarch.org/s/records/1552/",
     "quote": "Let G_t denote grounded standing: retrievability supported by multiple independent, provenance-bearing representations rather than one transient ranking event. The hypothesis predicts P(ΔX_{t+k} < 0 | ΔG_t > 0) > P(ΔX_{t+k} < 0) for some lag k. It is a longitudinal pattern claim, not a mechanism claim: repeated gains followed by later degradations support it; stable gains weaken it; random bidirectional volatility weakens it.",
     "falsifier": null
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   "evidence": [],
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   "contains": [],
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   "register_aliases": [
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   "id": "PRED-1546.G2",
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   "registered_in": 1546,
   "registered_title": "When Suppression Becomes Expensive: Suppression Burden, Quality Conflict, and Propagation Inversion in Machine-Mediated Retrieval (EA-MMRS-SUPPRESSION-INVERSION-01 v1.1)",
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   "page": "https://www.operativesemiotics.org/predictions/kernel-transform-defensive-sources-suppression-burden#PRED-1546.G2",
   "statement": "> **CSE-O (observable constitutive-source erasure):** (1) lineage ℓ supplies a high-congruence portion of the retrieved basin; (2) ℓ has zero credited composition inclusion; (3) the composition reproduces lineage-specific concepts, distinctions, or coinages; (4) the audited credited sources do not adequately supply those features. As an operator: CSE_O(ℓ,q) = [CS_ℓ ≥ θ_c] ∧ [I_ℓ = 0] ∧ [V_ℓ > 0] ∧ [SCA < 1]",
   "falsifier": "Symmetrically, the paper is weakened if: the lineage's constitution share is shown to be materially lower than assessed (θ-sensitivity analysis invited); \"self-archiving\" is located in a displayed non-lineage source predating the lineage",
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   "statements": [
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     "shape": "G",
     "record": "https://www.alexanarch.org/s/records/1546/",
     "quote": "> **CSE-O (observable constitutive-source erasure):** (1) lineage ℓ supplies a high-congruence portion of the retrieved basin; (2) ℓ has zero credited composition inclusion; (3) the composition reproduces lineage-specific concepts, distinctions, or coinages; (4) the audited credited sources do not adequately supply those features. As an operator: CSE_O(ℓ,q) = [CS_ℓ ≥ θ_c] ∧ [I_ℓ = 0] ∧ [V_ℓ > 0] ∧ [SCA < 1]",
     "falsifier": "Symmetrically, the paper is weakened if: the lineage's constitution share is shown to be materially lower than assessed (θ-sensitivity analysis invited); \"self-archiving\" is located in a displayed non-lineage source predating the lineage"
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   "registered": "2026-08-25",
   "registered_in": 1546,
   "registered_title": "When Suppression Becomes Expensive: Suppression Burden, Quality Conflict, and Propagation Inversion in Machine-Mediated Retrieval (EA-MMRS-SUPPRESSION-INVERSION-01 v1.1)",
   "record": "https://www.alexanarch.org/s/records/1546/",
   "page": "https://www.operativesemiotics.org/predictions/kernel-transform-defensive-sources-suppression-burden#PRED-1546.G3",
   "statement": "> **The archive is designed to ratchet route count upward after suppression; whether this also raises effective independence is an empirical question about cross-host correlation.**\n\nUnder the condition — durables surviving, responses depositing, ρ not rising to compensate — c_req(t) is nondecreasing, each event leaves the exclusion problem harder than it found it, and hysteresis follows: relaxing suppression does not dissolve the routes built in response, so the state space has no cheap path back to R1/R2. The ratchet is climbed from the suppressor's side — with the suppressor's one counter-move, raising ρ, named and measurable.",
   "falsifier": null,
   "window": null,
   "statements": [
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     "find": "F1546.G3",
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     "lines": [
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     "shape": "G",
     "record": "https://www.alexanarch.org/s/records/1546/",
     "quote": "> **The archive is designed to ratchet route count upward after suppression; whether this also raises effective independence is an empirical question about cross-host correlation.**\n\nUnder the condition — durables surviving, responses depositing, ρ not rising to compensate — c_req(t) is nondecreasing, each event leaves the exclusion problem harder than it found it, and hysteresis follows: relaxing suppression does not dissolve the routes built in response, so the state space has no cheap path back to R1/R2. The ratchet is climbed from the suppressor's side — with the suppressor's one counter-move, raising ρ, named and measurable.",
     "falsifier": null
    }
   ],
   "states": [],
   "evidence": [
    {
     "confirmation": "F3.C41",
     "deposit": 3,
     "date": "2026-06-17",
     "claimed": "came_true"
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   "id": "PRED-1611.G8",
   "tier": "standing claim",
   "shapes": [
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   "registered": "2026-09-14",
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   "registered_title": "The Negative of the Negative: An Entity-Scoped Representation of the Crimson Hexagon, Modelled — Ontology Damage, a Toy Cost in Dollars, and a Concept-Keyed Dataset Built from the Scope's Outline (EA-NEGONT-01 v0.13, working notebook)",
   "record": "https://www.alexanarch.org/s/records/1611/",
   "page": "https://www.operativesemiotics.org/predictions/kernel-transform-defensive-sources-suppression-burden#PRED-1611.G8",
   "statement": "The deduplicated share of an answer basin's high-congruence material that an excluded lineage supplies; once large enough, omission requires substitutes, reconstruction, or quality degradation.",
   "falsifier": null,
   "window": null,
   "statements": [
    {
     "find": "F1611.G8",
     "deposit": 1611,
     "date": "2026-09-14",
     "lines": [
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     "shape": "G",
     "record": "https://www.alexanarch.org/s/records/1611/",
     "quote": "The deduplicated share of an answer basin's high-congruence material that an excluded lineage supplies; once large enough, omission requires substitutes, reconstruction, or quality degradation.",
     "falsifier": null
    }
   ],
   "states": [],
   "evidence": [],
   "series": [],
   "related": [
    "PRED-1546.G2"
   ],
   "contains": [],
   "in": [],
   "register_aliases": [],
   "flags": [],
   "merged": []
  }
 ]
}