Pith Number

pith:OXEKTXIB

pith:2025:OXEKTXIBSJLUUTXPRPBWUE4OHH

not attested not anchored not stored refs pending

Reliable and Efficient Amortized Model-based Evaluation

Bo Li, Percy Liang, Sang Truong, Sanmi Koyejo, Yuheng Tu

arxiv:2503.13335 v1 · 2025-03-17 · cs.CL · cs.AI · cs.LG · stat.AP

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OXEKTXIBSJLUUTXPRPBWUE4OHH}

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

11 papers in Pith

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Receipt and verification

First computed	2026-07-05T10:32:58.538259Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

75c8a9dd0192574a4eef8bc36a138e39f5622e72188f94fa79bbb1844f795402

Aliases

arxiv: 2503.13335 · arxiv_version: 2503.13335v1 · doi: 10.48550/arxiv.2503.13335 · pith_short_12: OXEKTXIBSJLU · pith_short_16: OXEKTXIBSJLUUTXP · pith_short_8: OXEKTXIB

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/OXEKTXIBSJLUUTXPRPBWUE4OHH \
  | 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: 75c8a9dd0192574a4eef8bc36a138e39f5622e72188f94fa79bbb1844f795402

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2ef3137a434c6f5f7a703eafd1cf158874d9e8b4fb96b2a15a4267d175bfc461",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "stat.AP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-03-17T16:15:02Z",
    "title_canon_sha256": "af0cf2fbd448034b04844e7f13adb4aa3180700a3186c237b7a5fb76defe550c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.13335",
    "kind": "arxiv",
    "version": 1
  }
}