Pith Number

pith:AGIYIAGP

pith:2025:AGIYIAGPYT5SJMJPNAZSTCIRHS

not attested not anchored not stored refs pending

Toward Reliable Scientific Hypothesis Generation: Evaluating Truthfulness and Hallucination in Large Language Models

Aidong Zhang, Amir Hassan Shariatmadari, Corey Williams, Eric Xie, Guangzhi Xiong, Myles Kim, Sikun Guo, Stefan Bekiranov

arxiv:2505.14599 v2 · 2025-05-20 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AGIYIAGPYT5SJMJPNAZSTCIRHS}

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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

1 paper in Pith

BALTO: Balanced Token-Level Policy Optimization for Hallucination Mitigation

Receipt and verification

First computed	2026-07-05T11:18:21.973887Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

01918400cfc4fb24b12f68332989113cb7f16a9bd5fd81063dccc65118c996f9

Aliases

arxiv: 2505.14599 · arxiv_version: 2505.14599v2 · doi: 10.48550/arxiv.2505.14599 · pith_short_12: AGIYIAGPYT5S · pith_short_16: AGIYIAGPYT5SJMJP · pith_short_8: AGIYIAGP

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/AGIYIAGPYT5SJMJPNAZSTCIRHS \
  | 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: 01918400cfc4fb24b12f68332989113cb7f16a9bd5fd81063dccc65118c996f9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "db2e3c838d1f5e2166de1f9a951b109deeb6dca124e246cfcae21e181b1a426f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-20T16:49:40Z",
    "title_canon_sha256": "6c2ad5c4a964837d8dfed82dd285d55a051231a942fd86ade6773d945258ce14"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.14599",
    "kind": "arxiv",
    "version": 2
  }
}