Pith Number

pith:EGJ33Y54

pith:2025:EGJ33Y54PSDK76WTD7YRD7SKG6

not attested not anchored not stored refs pending

CountGD++: Generalized Prompting for Open-World Counting

Andrew Zisserman, Niki Amini-Naieni

arxiv:2512.23351 v2 · 2025-12-29 · 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{EGJ33Y54PSDK76WTD7YRD7SKG6}

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

ABACUS: Adapting Unified Foundation Model for Bridging Image Count Understanding and Generation

Receipt and verification

First computed	2026-06-02T01:03:40.245461Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2193bde3bc7c86affad31ff111fe4a3790d42229ad4b84aa34598e5e4bf95786

Aliases

arxiv: 2512.23351 · arxiv_version: 2512.23351v2 · doi: 10.48550/arxiv.2512.23351 · pith_short_12: EGJ33Y54PSDK · pith_short_16: EGJ33Y54PSDK76WT · pith_short_8: EGJ33Y54

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/EGJ33Y54PSDK76WTD7YRD7SKG6 \
  | 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: 2193bde3bc7c86affad31ff111fe4a3790d42229ad4b84aa34598e5e4bf95786

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "94af983ba2ee1f16f673fe147c687c81feda5e19efb621f2a5b30895ccadb521",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-12-29T10:23:22Z",
    "title_canon_sha256": "abe96ed6b3f298fb7e198d449c57cc9f286509c7c0ee11b53161ce9e6d9db7ba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.23351",
    "kind": "arxiv",
    "version": 2
  }
}