Pith Number

pith:VI2KAS3D

pith:2025:VI2KAS3DWNVU77JUESH5NSBQGY

not attested not anchored not stored refs pending

Potential and Perils of Large Language Models as Judges of Unstructured Textual Data

Alex Gil, Aman Chadha, David Theil, Elizabeth Conjar, Ikkei Itoku, Natalie Perez, Naumaan Nayyar, Rewina Bedemariam, Satya Kapoor, Sreyoshi Bhaduri

arxiv:2501.08167 v2 · 2025-01-14 · cs.CL · cs.AI · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VI2KAS3DWNVU77JUESH5NSBQGY}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Evaluating LLM Agent Collusion in Double Auctions

Receipt and verification

First computed	2026-07-05T10:02:58.336600Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aa34a04b63b36b4ffd34248fd6c830362fd9bd93c18c351b3d256d947f750637

Aliases

arxiv: 2501.08167 · arxiv_version: 2501.08167v2 · doi: 10.48550/arxiv.2501.08167 · pith_short_12: VI2KAS3DWNVU · pith_short_16: VI2KAS3DWNVU77JU · pith_short_8: VI2KAS3D

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/VI2KAS3DWNVU77JUESH5NSBQGY \
  | 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: aa34a04b63b36b4ffd34248fd6c830362fd9bd93c18c351b3d256d947f750637

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "957065ffa3c1fec0e07d7fff36286fdd46ebcd9346735499d90f92eb0f560f49",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-14T14:49:14Z",
    "title_canon_sha256": "d4a79d7b50411b7addf8ff88d1cdfc250188f596cb6df420ed3c2b12eb86fb53"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.08167",
    "kind": "arxiv",
    "version": 2
  }
}