Pith Number

pith:LPMK44AJ

pith:2022:LPMK44AJROGB5GNTWTX67BEXWG

not attested not anchored not stored refs pending

Toward Human-Like Evaluation for Natural Language Generation with Error Analysis

Dacheng Tao, Derek F. Wong, Kanjian Zhang, Liang Ding, Liping Xie, Qingyu Lu

arxiv:2212.10179 v1 · 2022-12-20 · cs.CL

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\usepackage{pith}
\pithnumber{LPMK44AJROGB5GNTWTX67BEXWG}

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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

Calibrating Model-Based Evaluation Metrics for Summarization

Receipt and verification

First computed	2026-07-05T05:27:04.839495Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5bd8ae70098b8c1e99b3b4efef8497b19cda346fe65135ba3dd4a08e775b312f

Aliases

arxiv: 2212.10179 · arxiv_version: 2212.10179v1 · doi: 10.48550/arxiv.2212.10179 · pith_short_12: LPMK44AJROGB · pith_short_16: LPMK44AJROGB5GNT · pith_short_8: LPMK44AJ

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/LPMK44AJROGB5GNTWTX67BEXWG \
  | 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: 5bd8ae70098b8c1e99b3b4efef8497b19cda346fe65135ba3dd4a08e775b312f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cd1b5621b5cf7374f86df2f0f39b6cbeb7ec388382525a1425e492005a81a85b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-12-20T11:36:22Z",
    "title_canon_sha256": "325dbdc2d50483e571ddef1b8552659e39c5a576e038a85a739275a1b3d68006"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.10179",
    "kind": "arxiv",
    "version": 1
  }
}