Pith Number

pith:M6XS3B3S

pith:2024:M6XS3B3SQ5KQN4CX4NDSEDPB3Q

not attested not anchored not stored refs pending

A Probabilistic Framework for LLM Hallucination Detection via Belief Tree Propagation

Bairu Hou, Jacob Andreas, Shiyu Chang, Yang Zhang

arxiv:2406.06950 v2 · 2024-06-11 · 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{M6XS3B3SQ5KQN4CX4NDSEDPB3Q}

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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

Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor

Receipt and verification

First computed	2026-07-05T10:11:20.659776Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

67af2d8772875506f057e347220de1dc222478c45fea14d8d67bfa1b042ccf8e

Aliases

arxiv: 2406.06950 · arxiv_version: 2406.06950v2 · doi: 10.48550/arxiv.2406.06950 · pith_short_12: M6XS3B3SQ5KQ · pith_short_16: M6XS3B3SQ5KQN4CX · pith_short_8: M6XS3B3S

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/M6XS3B3SQ5KQN4CX4NDSEDPB3Q \
  | 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: 67af2d8772875506f057e347220de1dc222478c45fea14d8d67bfa1b042ccf8e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5900de997b1d2000e3f94106034283cea508d85d8049ecca975e14407e9dd523",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-11T05:21:37Z",
    "title_canon_sha256": "1d4d2cedfdca9c29854250e40c44345b883b2aeaff018c43402c4a223f41a4b7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.06950",
    "kind": "arxiv",
    "version": 2
  }
}