Text Corpora as Concept Fields: Black-Box Hallucination and Novelty Measurement

Text Corpora as Concept Fields: Black-Box Hallucination and Novelty Measurement | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/text-corpora-as-concept-fields-black-box-hallucination-and-novelty-measurement

stale

Proof freshness: stale
Proof status: unverified
Display score: 4/10
Last proof check: 2026-05-07
Score updated: 2026-05-07
Score fresh until: 2026-06-06
References: 0
Source count: 3
Coverage: 50%

This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.

Agent Handoff

Canonical ID text-corpora-as-concept-fields-black-box-hallucination-and-novelty-measurement | Route /signal-canvas/text-corpora-as-concept-fields-black-box-hallucination-and-novelty-measurement

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/text-corpora-as-concept-fields-black-box-hallucination-and-novelty-measurement

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "text-corpora-as-concept-fields-black-box-hallucination-and-novelty-measurement",
    "query_text": "Summarize Text Corpora as Concept Fields: Black-Box Hallucination and Novelty Measurement"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Text Corpora as Concept Fields: Black-Box Hallucination and Novelty Measurement",
  "normalized_query": "2605.05103",
  "route": "/signal-canvas/text-corpora-as-concept-fields-black-box-hallucination-and-novelty-measurement",
  "paper_ref": "text-corpora-as-concept-fields-black-box-hallucination-and-novelty-measurement",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Text Corpora as Concept Fields: Black-Box Hallucination and Novelty Measurement

PDF: https://arxiv.org/pdf/2605.05103v1

Source count: 3

Coverage: 50%

Last proof check: 2026-05-07T20:31:41.138Z

Signal Canvas receipt window

Not build-ready: Text Corpora as Concept Fields: Black-Box Hallucination and Novelty Measurement

/buildability/text-corpora-as-concept-fields-black-box-hallucination-and-novelty-measurement

Ignoreblocked

Subject: Text Corpora as Concept Fields: Black-Box Hallucination and Novelty Measurement

Verdict

Ignore

Verdict is Ignore because current viability and proof state do not clear the buildability gate.

Text Corpora as Concept Fields: Black-Box Hallucination and Novelty Measurement

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