Pith Number

pith:4NKPQE5L

pith:2024:4NKPQE5LVDWCEYUHFQOJMQDOSC

not attested not anchored not stored refs pending

Finer: Investigating and Enhancing Fine-Grained Visual Concept Recognition in Large Vision Language Models

Heng Ji, Jeonghwan Kim

arxiv:2402.16315 v4 · 2024-02-26 · cs.CV · 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{4NKPQE5LVDWCEYUHFQOJMQDOSC}

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	2026-07-05T09:57:39.898161Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e354f813aba8ec2262872c1c96406e908d4066e9162fe86e1ae390fbeafdb754

Aliases

arxiv: 2402.16315 · arxiv_version: 2402.16315v4 · doi: 10.48550/arxiv.2402.16315 · pith_short_12: 4NKPQE5LVDWC · pith_short_16: 4NKPQE5LVDWCEYUH · pith_short_8: 4NKPQE5L

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/4NKPQE5LVDWCEYUHFQOJMQDOSC \
  | 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: e354f813aba8ec2262872c1c96406e908d4066e9162fe86e1ae390fbeafdb754

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b1455ab151cdbf2a4eaa6cd6df3a48c2a609ef5c4e76f06d9fad62a0337ca025",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-02-26T05:43:51Z",
    "title_canon_sha256": "1675d080f34fa999628ad5ec59f2a68318fa8d8d6e8b6dd901838eecb3427599"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.16315",
    "kind": "arxiv",
    "version": 4
  }
}