Pith Number

pith:ZOWZUQ3G

pith:2024:ZOWZUQ3GKKO5SC5EOM7FAS7JFE

not attested not anchored not stored refs pending

Selective "Selective Prediction": Reducing Unnecessary Abstention in Vision-Language Reasoning

Bill Yuchen Lin, Jack Hessel, Jesse Thomason, Khyathi Raghavi Chandu, Tanmay Gupta, Tejas Srinivasan, Yejin Choi

arxiv:2402.15610 v2 · 2024-02-23 · 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{ZOWZUQ3GKKO5SC5EOM7FAS7JFE}

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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

From Plausibility to Verifiability: Risk-Controlled Generative OCR with Vision-Language Models

Learning When Not to Decide: A Framework for Overcoming Factual Presumptuousness in AI Adjudication

Receipt and verification

First computed	2026-07-05T08:31:12.232489Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cbad9a4366529dd90ba4733e504be92911b00ba76f4056237ad211c62880d643

Aliases

arxiv: 2402.15610 · arxiv_version: 2402.15610v2 · doi: 10.48550/arxiv.2402.15610 · pith_short_12: ZOWZUQ3GKKO5 · pith_short_16: ZOWZUQ3GKKO5SC5E · pith_short_8: ZOWZUQ3G

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/ZOWZUQ3GKKO5SC5EOM7FAS7JFE \
  | 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: cbad9a4366529dd90ba4733e504be92911b00ba76f4056237ad211c62880d643

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dd2f636c19f6d0d8118e50ccd4909fa453ef4e3b90b6442a8902c154af7c0917",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-23T21:16:52Z",
    "title_canon_sha256": "0ee1e649bf3b81669ea48ec219643a0747be16751169147fd47375665f5e6a64"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.15610",
    "kind": "arxiv",
    "version": 2
  }
}