On the Importance and Evaluation of Narrativity in Natural Language AI Explanations
Compared to this week’s papers
Verification pending
Use This Via API or MCP
Use Signal Canvas as the narrative proof surface
Signal Canvas is the citation-first public layer for turning one paper into a structured commercialization narrative. Use it to hand off into REST, MCP, Build Loop, and launch-pack execution without losing source lineage.
Freshness
Signal Canvas proof surface
Canonical route: /signal-canvas/on-the-importance-and-evaluation-of-narrativity-in-natural-language-ai-explanations
- Observed
- 2026-04-21
- Fresh until
- 2026-05-05
- Coverage
- 50%
- Source count
- 3
- Stale after
- 2026-05-05
Verification is still converging across references, source coverage, and proof checks.
Proof Quality
One canonical proof ledger now drives the badge, counts, indexing, and commercialization gating.
- Last verified
- 2026-04-21
- References
- 0
- Sources
- 3
- Coverage
- 50%
Commercialization rails stay hidden until proof clears: proof_status, references_count.
Search indexing stays off until proof clears: proof_status, references_count.
Agent Handoff
On the Importance and Evaluation of Narrativity in Natural Language AI Explanations
Canonical ID on-the-importance-and-evaluation-of-narrativity-in-natural-language-ai-explanations | Route /signal-canvas/on-the-importance-and-evaluation-of-narrativity-in-natural-language-ai-explanations
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/on-the-importance-and-evaluation-of-narrativity-in-natural-language-ai-explanationsMCP example
{
"tool": "search_signal_canvas",
"arguments": {
"mode": "paper",
"paper_ref": "on-the-importance-and-evaluation-of-narrativity-in-natural-language-ai-explanations",
"query_text": "Summarize On the Importance and Evaluation of Narrativity in Natural Language AI Explanations"
}
}source_context
{
"surface": "signal_canvas",
"mode": "paper",
"query": "On the Importance and Evaluation of Narrativity in Natural Language AI Explanations",
"normalized_query": "2604.18311",
"route": "/signal-canvas/on-the-importance-and-evaluation-of-narrativity-in-natural-language-ai-explanations",
"paper_ref": "on-the-importance-and-evaluation-of-narrativity-in-natural-language-ai-explanations",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Evidence Receipt
Route status: buildingClaims: 0
References: Pending verification
Proof: Verification pending
Freshness state: computing
Source paper: On the Importance and Evaluation of Narrativity in Natural Language AI Explanations
PDF: https://arxiv.org/pdf/2604.18311v1
Source count: 3
Coverage: 50%
Last proof check: 2026-04-21T04:19:38.078Z
Paper Conversation
Citation-first answers with explicit evidence receipts, disagreement handling, commercialization framing, and next actions.
On the Importance and Evaluation of Narrativity in Natural Language AI Explanations
Canonical Paper Receipt
Last verification: 2026-04-21T04:19:38.078ZFreshness: fresh
Proof: unverified
Repo: missing
References: 0
Sources: 3
Coverage: 50%
- - repo_url
- - references
- - proof_status
- - proof verification has not been recorded yet
Preparing verified analysis
Dimensions overall score 3.0
GitHub Code Pulse
No public code linked for this paper yet.
Claim map
No public claim map is available for this paper yet.
Startup potential card
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