Evaluating Relational Reasoning in LLMs with REL

Evaluating Relational Reasoning in LLMs with REL | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/evaluating-relational-reasoning-in-llms-with-rel

stale

Proof freshness: stale
Proof status: partial
Display score: 4/10
Last proof check: 2026-04-15
Score updated: 2026-04-15
Score fresh until: 2026-05-15
References: 0
Source count: 5
Coverage: 83%

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 evaluating-relational-reasoning-in-llms-with-rel | Route /signal-canvas/evaluating-relational-reasoning-in-llms-with-rel

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/evaluating-relational-reasoning-in-llms-with-rel

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "evaluating-relational-reasoning-in-llms-with-rel",
    "query_text": "Summarize Evaluating Relational Reasoning in LLMs with REL"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Evaluating Relational Reasoning in LLMs with REL",
  "normalized_query": "2604.12176",
  "route": "/signal-canvas/evaluating-relational-reasoning-in-llms-with-rel",
  "paper_ref": "evaluating-relational-reasoning-in-llms-with-rel",
  "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: Evaluating Relational Reasoning in LLMs with REL

PDF: https://arxiv.org/pdf/2604.12176v1

Repository: https://github.com/ada-f/relational_reasoning

Source count: 5

Coverage: 83%

Last proof check: 2026-04-15T20:33:41.308Z

Signal Canvas receipt window

Not build-ready: Evaluating Relational Reasoning in LLMs with REL

/buildability/evaluating-relational-reasoning-in-llms-with-rel

Ignoreblocked

Subject: Evaluating Relational Reasoning in LLMs with REL

Verdict

Ignore

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

Time to first demo

Insufficient data

No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.

Compute envelope

Structured compute envelope

Insufficient data

No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.

Evaluating Relational Reasoning in LLMs with REL

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