Pith Number

pith:PARQOZDN

pith:2025:PARQOZDNPDUSWDCN4BZUYUNE7J

not attested not anchored not stored refs pending

Understanding Aha Moments: from External Observations to Internal Mechanisms

Derek F. Wong, Di Wang, Junchao Wu, Shu Yang, Xin Chen, Xinyi Yang, Yunze Xiao

arxiv:2504.02956 v1 · 2025-04-03 · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PARQOZDNPDUSWDCN4BZUYUNE7J}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

7 papers in Pith

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories

Agent Explorative Policy Optimization for Multimodal Agentic Reasoning

Decoding the Critique Mechanism in Large Reasoning Models

Flattery in Motion: Benchmarking and Analyzing Sycophancy in Video-LLMs

Receipt and verification

First computed	2026-07-05T10:44:05.673819Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

782307646d78e92b0c4de0734c51a4fa712bbc5cd54d814ab4a70d8bbb26bce1

Aliases

arxiv: 2504.02956 · arxiv_version: 2504.02956v1 · doi: 10.48550/arxiv.2504.02956 · pith_short_12: PARQOZDNPDUS · pith_short_16: PARQOZDNPDUSWDCN · pith_short_8: PARQOZDN

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/PARQOZDNPDUSWDCN4BZUYUNE7J \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 782307646d78e92b0c4de0734c51a4fa712bbc5cd54d814ab4a70d8bbb26bce1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1758217131ac0f724835c72805a26051a54ebbdbb9163ed2d3057508386eba92",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-04-03T18:22:20Z",
    "title_canon_sha256": "6e03787e5fc13e3634d3250d342abebb214c563e10c36c7e889db28a0cb72056"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.02956",
    "kind": "arxiv",
    "version": 1
  }
}