Pith Number

pith:D4XXVKUC

pith:2023:D4XXVKUCNWQIDDNXGRBM525CHT

not attested not anchored not stored refs pending

Chain of Natural Language Inference for Reducing Large Language Model Ungrounded Hallucinations

Deren Lei, Emily Ching, Eslam Kamal, Mengya Hu, Mingyu Wang, Vincent Yun, Yaxi Li

arxiv:2310.03951 v2 · 2023-10-06 · 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{D4XXVKUCNWQIDDNXGRBM525CHT}

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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

2 papers in Pith

From Signals to Transfer: A Factorised Study of Probe-Based Uncertainty Estimation in Large Language Models

A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions

Receipt and verification

First computed	2026-07-05T06:59:00.534761Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1f2f7aaa826da0818db73442ceeba23cf1d0c086b49982c3014e813432a35fc5

Aliases

arxiv: 2310.03951 · arxiv_version: 2310.03951v2 · doi: 10.48550/arxiv.2310.03951 · pith_short_12: D4XXVKUCNWQI · pith_short_16: D4XXVKUCNWQIDDNX · pith_short_8: D4XXVKUC

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/D4XXVKUCNWQIDDNXGRBM525CHT \
  | 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: 1f2f7aaa826da0818db73442ceeba23cf1d0c086b49982c3014e813432a35fc5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f98083b7be755da9df225b3f8c95bce62182409c2449649b48b5719cca48798a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-06T00:10:46Z",
    "title_canon_sha256": "9e42b95c95ac4636fcefb151eaba437f1f61a12d6b614702bc07eb27fc4e229e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.03951",
    "kind": "arxiv",
    "version": 2
  }
}