Pith Number

pith:QCHQ2TBC

pith:2022:QCHQ2TBCOQA3G66ODEN4AJDBRT

not attested not anchored not stored refs pending

Reward Gaming in Conditional Text Generation

Ankur P. Parikh, He He, Richard Yuanzhe Pang, Thibault Sellam, Vishakh Padmakumar

arxiv:2211.08714 v3 · 2022-11-16 · cs.CL · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QCHQ2TBCOQA3G66ODEN4AJDBRT}

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

Chain-of-Verification Reduces Hallucination in Large Language Models

Receipt and verification

First computed	2026-07-05T06:16:13.872952Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

808f0d4c227401b37bce191bc024618ce77bb9f88f2ce1c04d746424681fde6c

Aliases

arxiv: 2211.08714 · arxiv_version: 2211.08714v3 · doi: 10.48550/arxiv.2211.08714 · pith_short_12: QCHQ2TBCOQA3 · pith_short_16: QCHQ2TBCOQA3G66O · pith_short_8: QCHQ2TBC

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/QCHQ2TBCOQA3G66ODEN4AJDBRT \
  | 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: 808f0d4c227401b37bce191bc024618ce77bb9f88f2ce1c04d746424681fde6c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2b62cc5e01be01367a982b5ae71a42b9fb56ba86a19101b07e08f32241600b25",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-11-16T07:10:02Z",
    "title_canon_sha256": "a263e264af6562e025ffba5931a31f0600ab2c961c62cb44de7e38095078acbf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.08714",
    "kind": "arxiv",
    "version": 3
  }
}