Pith Number

pith:HMUCGW7Q

pith:2022:HMUCGW7QWL3JLF25B723RUZ7QA

not attested not anchored not stored refs pending

On Improving Summarization Factual Consistency from Natural Language Feedback

Aaron Halfaker, Ahmed H. Awadallah, Budhaditya Deb, Dragomir Radev, Milagro Teruel, Yixin Liu

arxiv:2212.09968 v2 · 2022-12-20 · 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{HMUCGW7QWL3JLF25B723RUZ7QA}

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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

1 paper in Pith

Chain-of-Verification Reduces Hallucination in Large Language Models

Receipt and verification

First computed	2026-07-05T07:00:58.214183Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3b28235bf0b2f695975d0ff5b8d33f800f91fcb374d38e110c6c6796739c936c

Aliases

arxiv: 2212.09968 · arxiv_version: 2212.09968v2 · doi: 10.48550/arxiv.2212.09968 · pith_short_12: HMUCGW7QWL3J · pith_short_16: HMUCGW7QWL3JLF25 · pith_short_8: HMUCGW7Q

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/HMUCGW7QWL3JLF25B723RUZ7QA \
  | 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: 3b28235bf0b2f695975d0ff5b8d33f800f91fcb374d38e110c6c6796739c936c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e1bb40fafc99b2b686f44a48fd1a6af64e075fe52f89f7f62ecbedc6b34d3f5f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-12-20T02:47:37Z",
    "title_canon_sha256": "ed74675e4f70aaee6cfe54c18a16461ad4de59e620cc3f3d57ebdd8999db4d2f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.09968",
    "kind": "arxiv",
    "version": 2
  }
}