Pith Number

pith:KOICFV5Q

pith:2025:KOICFV5QES2PDUDRBRESSYB45Z

not attested not anchored not stored refs pending

Impact of Pretraining Word Co-occurrence on Compositional Generalization in Multimodal Models

Helen Qu, Sang Michael Xie

arxiv:2507.08000 v1 · 2025-07-10 · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KOICFV5QES2PDUDRBRESSYB45Z}

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	2026-07-05T11:35:08.393235Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

539022d7b024b4f1d0710c4929603cee7f1b1daa1b268471e79e60b1fc02733e

Aliases

arxiv: 2507.08000 · arxiv_version: 2507.08000v1 · doi: 10.48550/arxiv.2507.08000 · pith_short_12: KOICFV5QES2P · pith_short_16: KOICFV5QES2PDUDR · pith_short_8: KOICFV5Q

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/KOICFV5QES2PDUDRBRESSYB45Z \
  | 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: 539022d7b024b4f1d0710c4929603cee7f1b1daa1b268471e79e60b1fc02733e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "76abce125a2cdac2827caee9c27ae8abc879ead310df75ab590f2371c17f0682",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-07-10T17:59:59Z",
    "title_canon_sha256": "ec73d38550100cd4a1c88ab5c7d736a213ba5e1f90ad2ac951adf8508960b9d0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.08000",
    "kind": "arxiv",
    "version": 1
  }
}