Pith Number

pith:FMZCTR47

pith:2022:FMZCTR47FX4CSSFGVCZUOLZE7P

not attested not anchored not stored refs pending

Improved Beam Search for Hallucination Mitigation in Abstractive Summarization

Arvind Krishna Sridhar, Erik Visser

arxiv:2212.02712 v2 · 2022-12-06 · 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{FMZCTR47FX4CSSFGVCZUOLZE7P}

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

CoVeR: Conformal Calibration for Versatile and Reliable Autoregressive Next-Token Prediction

Receipt and verification

First computed	2026-07-05T07:12:33.456166Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2b3229c79f2df82948a6a8b3472f24fbd2291784df2d7bd6788824110ec4b52c

Aliases

arxiv: 2212.02712 · arxiv_version: 2212.02712v2 · doi: 10.48550/arxiv.2212.02712 · pith_short_12: FMZCTR47FX4C · pith_short_16: FMZCTR47FX4CSSFG · pith_short_8: FMZCTR47

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/FMZCTR47FX4CSSFGVCZUOLZE7P \
  | 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: 2b3229c79f2df82948a6a8b3472f24fbd2291784df2d7bd6788824110ec4b52c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0014e56ab400e6cb38b423a2611c7c20a2a5f2c8e502494d3a71bca4d8839723",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-12-06T02:33:47Z",
    "title_canon_sha256": "3c3daeb560719b3e0ad3b0788c0523ae586f4439d01e7098defcca0058133f2d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.02712",
    "kind": "arxiv",
    "version": 2
  }
}