Pith Number

pith:TSTZS5OA

pith:2025:TSTZS5OADHNJBFLVB6LVVTU4RU

not attested not anchored not stored refs pending

Knowledge to Sight: Reasoning over Visual Attributes via Knowledge Decomposition for Abnormality Grounding

Che Liu, Cosmin I. Bercea, Julia A. Schnabel, Jun Li, Mingxuan Liu, Rossella Arcucci, Wenjia Bai

arxiv:2508.04572 v1 · 2025-08-06 · 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{TSTZS5OADHNJBFLVB6LVVTU4RU}

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

1 paper in Pith

LoFi: Location-Aware Fine-Grained Representation Learning for Chest X-ray

Receipt and verification

First computed	2026-07-05T11:49:39.862070Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9ca79975c019da9095750f975ace9c8d099fdecbb9ce3732361408d14cf4ffa0

Aliases

arxiv: 2508.04572 · arxiv_version: 2508.04572v1 · doi: 10.48550/arxiv.2508.04572 · pith_short_12: TSTZS5OADHNJ · pith_short_16: TSTZS5OADHNJBFLV · pith_short_8: TSTZS5OA

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/TSTZS5OADHNJBFLVB6LVVTU4RU \
  | 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: 9ca79975c019da9095750f975ace9c8d099fdecbb9ce3732361408d14cf4ffa0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "123d5df9db6ccba2384bd1ee862f968276c85c0c56627a197870ab3998873c9b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-08-06T15:54:44Z",
    "title_canon_sha256": "21c3b42131e35e4f48b6fe15af578c57aa19b61a8b905c6fb2a1d43c8c565f8a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.04572",
    "kind": "arxiv",
    "version": 1
  }
}