Pith Number

pith:XT5TA4L4

pith:2024:XT5TA4L47A3MTN2CHAKW6LVD6B

not attested not anchored not stored refs pending

Better than Random: Reliable NLG Human Evaluation with Constrained Active Sampling

Jie Ruan, Mingqi Gao, Xiaojun Wan, Xiao Pu, Yuesheng Zhu

arxiv:2406.07967 v1 · 2024-06-12 · cs.CL · 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{XT5TA4L47A3MTN2CHAKW6LVD6B}

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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

How to Select Datapoints for Efficient Human Evaluation of NLG Models?

Receipt and verification

First computed	2026-07-05T08:30:41.413361Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bcfb30717cf836c9b74238156f2ea3f07489722e0fe7bdfaa49c600d0a763524

Aliases

arxiv: 2406.07967 · arxiv_version: 2406.07967v1 · doi: 10.48550/arxiv.2406.07967 · pith_short_12: XT5TA4L47A3M · pith_short_16: XT5TA4L47A3MTN2C · pith_short_8: XT5TA4L4

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/XT5TA4L47A3MTN2CHAKW6LVD6B \
  | 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: bcfb30717cf836c9b74238156f2ea3f07489722e0fe7bdfaa49c600d0a763524

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d78c3f1185ebe61fa1ee1c00087b1ebdc12e4b8bff6750b30ada8b7b6c13b8fd",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-12T07:44:36Z",
    "title_canon_sha256": "2882b4a900f1c414db1c33f7825806179f85af6500e8c8ee56b32bd239f87169"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.07967",
    "kind": "arxiv",
    "version": 1
  }
}