Pith Number

pith:OZWFGNG7

pith:2026:OZWFGNG7SNBQJPNPQIMK2W3PIS

not attested not anchored not stored refs pending

Look Again Before You Abstain:Budgeted Conformal Evidence Acquisition for Reliable Vision-Language Model

Delu Zeng, Jian Xu, John Paisley, Qibin Zhao

arxiv:2606.16667 v2 · 2026-06-15 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OZWFGNG7SNBQJPNPQIMK2W3PIS}

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.

Receipt and verification

First computed	2026-07-16T01:21:49.558134Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

766c5334df934304bdaf8218ad5b6f44b62b81cd2234ec375cad940f8ef18260

Aliases

arxiv: 2606.16667 · arxiv_version: 2606.16667v2 · doi: 10.48550/arxiv.2606.16667 · pith_short_12: OZWFGNG7SNBQ · pith_short_16: OZWFGNG7SNBQJPNP · pith_short_8: OZWFGNG7

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/OZWFGNG7SNBQJPNPQIMK2W3PIS \
  | 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: 766c5334df934304bdaf8218ad5b6f44b62b81cd2234ec375cad940f8ef18260

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1137a2ad77551a30501f62b5de3804af2c7835f8ebb06d0f132d0c687b464d50",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-06-15T13:02:50Z",
    "title_canon_sha256": "422f846a8bf8ae2789fcfc7cf4573d6fe14fadcc6deddb152094c4df43f105e7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.16667",
    "kind": "arxiv",
    "version": 2
  }
}