Pith Number

pith:NDCHTOLE

pith:2024:NDCHTOLEGGTEV5BMASOBNF5XEV

not attested not anchored not stored refs pending

GOAL: A Generalist Combinatorial Optimization Agent Learner

Darko Drakulic, Jean-Marc Andreoli, Sofia Michel

arxiv:2406.15079 v3 · 2024-06-21 · 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{NDCHTOLEGGTEV5BMASOBNF5XEV}

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

2 papers in Pith

LUMINA: Foundation Models for Topology Transferable ACOPF

Towards Systematic Generalization for Power Grid Optimization Problems

Receipt and verification

First computed	2026-07-05T10:19:25.462838Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

68c479b96431a64af42c049c1697b7256d5f3885c02a5af4fc1c58c31fa74897

Aliases

arxiv: 2406.15079 · arxiv_version: 2406.15079v3 · doi: 10.48550/arxiv.2406.15079 · pith_short_12: NDCHTOLEGGTE · pith_short_16: NDCHTOLEGGTEV5BM · pith_short_8: NDCHTOLE

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/NDCHTOLEGGTEV5BMASOBNF5XEV \
  | 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: 68c479b96431a64af42c049c1697b7256d5f3885c02a5af4fc1c58c31fa74897

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f311f0646a8dfd729616d4570b2afd734d98c587abcd0a5630f5afaf72ae98d5",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-21T11:55:20Z",
    "title_canon_sha256": "55e1903711d763e5fd68fe077268c6cbb7519506984092eab1d8cbdc397e2760"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.15079",
    "kind": "arxiv",
    "version": 3
  }
}