Pith Number

pith:OYPT5ZJO

pith:2023:OYPT5ZJONNDXIQO62VBEASV37H

not attested not anchored not stored refs pending

A Stitch in Time Saves Nine: Detecting and Mitigating Hallucinations of LLMs by Validating Low-Confidence Generation

Dong Yu, Hongming Zhang, Jianshu Chen, Neeraj Varshney, Wenlin Yao

arxiv:2307.03987 v2 · 2023-07-08 · 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{OYPT5ZJONNDXIQO62VBEASV37H}

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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

20 papers in Pith

Hybrid Adversarial Defence for Natural Language Understanding Tasks

DrugClaw and DrugAudit: A Primary-Source-Grounded Agent and Authority-Aware Benchmark for Drug-Information Question Answering

MultiHaluDet: Multilingual Hallucination Detection via LLM Hidden State Probing

AB-RAG: Adaptive Budgeted Retrieval-Augmented Generation for Reliable Question Answering

Entropy Distribution as a Fingerprint for Hallucinations in Generative Models

Receipt and verification

First computed	2026-07-05T06:40:35.224729Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

761f3ee52e6b477441ded542404abbf9f0a6802b205431acfbd294a7d0d213c8

Aliases

arxiv: 2307.03987 · arxiv_version: 2307.03987v2 · doi: 10.48550/arxiv.2307.03987 · pith_short_12: OYPT5ZJONNDX · pith_short_16: OYPT5ZJONNDXIQO6 · pith_short_8: OYPT5ZJO

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/OYPT5ZJONNDXIQO62VBEASV37H \
  | 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: 761f3ee52e6b477441ded542404abbf9f0a6802b205431acfbd294a7d0d213c8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "20e94c1b6eebfa8e034c30137f5e6a508bc3161c7e040b490759027dc2532a98",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-07-08T14:25:57Z",
    "title_canon_sha256": "bf6ec04769198a4286392b87e5bca23e555a34d6e375f665dd698c453383a92a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.03987",
    "kind": "arxiv",
    "version": 2
  }
}