Pith Number

pith:53DRQPOQ

pith:2024:53DRQPOQX7RL3ZODE6G2X7F2J7

not attested not anchored not stored refs pending

A Survey on Compositional Learning of AI Models: Theoretical and Experimental Practices

Parisa Kordjamshidi, Sania Sinha, Tanawan Premsri

arxiv:2406.08787 v2 · 2024-06-13 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{53DRQPOQX7RL3ZODE6G2X7F2J7}

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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

Generalization in LLM Problem Solving: The Case of the Shortest Path

Receipt and verification

First computed	2026-07-05T09:38:27.124207Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eec7183dd0bfe2bde5c3278dabfcba4fddbb8e29b7fd29cf8c5fbd58002f7b23

Aliases

arxiv: 2406.08787 · arxiv_version: 2406.08787v2 · doi: 10.48550/arxiv.2406.08787 · pith_short_12: 53DRQPOQX7RL · pith_short_16: 53DRQPOQX7RL3ZOD · pith_short_8: 53DRQPOQ

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/53DRQPOQX7RL3ZODE6G2X7F2J7 \
  | 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: eec7183dd0bfe2bde5c3278dabfcba4fddbb8e29b7fd29cf8c5fbd58002f7b23

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c41682b0b7d3e92d3453d864efc0d15ec1e8b6e278136d122058419910b6d2e5",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-06-13T03:46:21Z",
    "title_canon_sha256": "7c0a5cdd78c0b822075bd4599d9566a485551cc101b55df298ea5c3315425d39"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.08787",
    "kind": "arxiv",
    "version": 2
  }
}