Pith Number

pith:TWLOIWGF

pith:2023:TWLOIWGF7T2AKWYRI3CWRLOKBD

not attested not anchored not stored refs pending

On Learning to Summarize with Large Language Models as References

Alexander R. Fabbri, Arman Cohan, Dragomir Radev, Katherine S He, Kejian Shi, Longtian Ye, Pengfei Liu, Yixin Liu

arxiv:2305.14239 v3 · 2023-05-23 · 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{TWLOIWGF7T2AKWYRI3CWRLOKBD}

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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

2 papers in Pith

Calibrating Model-Based Evaluation Metrics for Summarization

Learning to Control Summaries with Score Ranking

Receipt and verification

First computed	2026-07-05T08:45:20.761798Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9d96e458c5fcf4055b1146c568adca08d80ec711bfcd62753ccf9154afdb31d5

Aliases

arxiv: 2305.14239 · arxiv_version: 2305.14239v3 · doi: 10.48550/arxiv.2305.14239 · pith_short_12: TWLOIWGF7T2A · pith_short_16: TWLOIWGF7T2AKWYR · pith_short_8: TWLOIWGF

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/TWLOIWGF7T2AKWYRI3CWRLOKBD \
  | 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: 9d96e458c5fcf4055b1146c568adca08d80ec711bfcd62753ccf9154afdb31d5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4d688af7b142f7dd886a2391f3ccd0fc87ecb3ea677f8082d07bc2d69d95ce13",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-23T16:56:04Z",
    "title_canon_sha256": "39283cdfcef1c4c18c9bdc7266bc184175eefa2e2eaaddc2275312db6ef801de"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.14239",
    "kind": "arxiv",
    "version": 3
  }
}