Pith Number

pith:4SA6VYCI

pith:2022:4SA6VYCIUAA6EWBBYCZUSVB5LR

not attested not anchored not stored refs pending

On the Origin of Hallucinations in Conversational Models: Is it the Datasets or the Models?

Mo Yu, Nouha Dziri, Osmar Zaiane, Sivan Milton, Siva Reddy

arxiv:2204.07931 v1 · 2022-04-17 · 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{4SA6VYCIUAA6EWBBYCZUSVB5LR}

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

Scaling with Confidence: Calibrating Confidence of LLMs for Adaptive Test Time Scaling

Receipt and verification

First computed	2026-07-05T04:15:19.929137Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e481eae048a001e25821c0b349543d5c72a42cf44ecb12453e528d2507adb3ab

Aliases

arxiv: 2204.07931 · arxiv_version: 2204.07931v1 · doi: 10.48550/arxiv.2204.07931 · pith_short_12: 4SA6VYCIUAA6 · pith_short_16: 4SA6VYCIUAA6EWBB · pith_short_8: 4SA6VYCI

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/4SA6VYCIUAA6EWBBYCZUSVB5LR \
  | 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: e481eae048a001e25821c0b349543d5c72a42cf44ecb12453e528d2507adb3ab

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ae35390d5d19ee3c2389a01b7bc8b08e3fc6f317c10551b162ca540e581551bb",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-04-17T05:15:24Z",
    "title_canon_sha256": "6d75eaa37d76eefe233a3d29de1eab0be00efe1fa7b48ae31070c9ee745c107f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.07931",
    "kind": "arxiv",
    "version": 1
  }
}