What Did They Mean? How LLMs Resolve Ambiguous Social Situations across Perspectives and Roles

What Did They Mean? How LLMs Resolve Ambiguous Social Situations across Perspectives and Roles | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/what-did-they-mean-how-llms-resolve-ambiguous-social-situations-across-perspectives-and-roles

stale

Proof freshness: stale
Proof status: unverified
Display score: 3/10
Last proof check: 2026-04-28
Score updated: 2026-04-28
Score fresh until: 2026-05-28
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 what-did-they-mean-how-llms-resolve-ambiguous-social-situations-across-perspectives-and-roles | Route /signal-canvas/what-did-they-mean-how-llms-resolve-ambiguous-social-situations-across-perspectives-and-roles

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/what-did-they-mean-how-llms-resolve-ambiguous-social-situations-across-perspectives-and-roles

MCP example

{
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  "arguments": {
    "mode": "paper",
    "paper_ref": "what-did-they-mean-how-llms-resolve-ambiguous-social-situations-across-perspectives-and-roles",
    "query_text": "Summarize What Did They Mean? How LLMs Resolve Ambiguous Social Situations across Perspectives and Roles"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "What Did They Mean? How LLMs Resolve Ambiguous Social Situations across Perspectives and Roles",
  "normalized_query": "2604.23942",
  "route": "/signal-canvas/what-did-they-mean-how-llms-resolve-ambiguous-social-situations-across-perspectives-and-roles",
  "paper_ref": "what-did-they-mean-how-llms-resolve-ambiguous-social-situations-across-perspectives-and-roles",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 1

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: What Did They Mean? How LLMs Resolve Ambiguous Social Situations across Perspectives and Roles

PDF: https://arxiv.org/pdf/2604.23942v1

Source count: 3

Coverage: 50%

Last proof check: 2026-04-28T15:20:49.703Z

Signal Canvas receipt window

Not build-ready: What Did They Mean? How LLMs Resolve Ambiguous Social Situations across Perspectives and Roles

/buildability/what-did-they-mean-how-llms-resolve-ambiguous-social-situations-across-perspectives-and-roles

Ignoreblocked

Subject: What Did They Mean? How LLMs Resolve Ambiguous Social Situations across Perspectives and Roles

Verdict

Ignore

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

What Did They Mean? How LLMs Resolve Ambiguous Social Situations across Perspectives and Roles

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