Pith Number

pith:IOSUJ67Q

pith:2026:IOSUJ67QO74ID7LIUUXXXVI2ZR

not attested not anchored not stored refs pending

LM-GRASP: Instance-Specific Language Models for Combinatorial Construction via Online Imitation Learning

Gr\'egoire Danoy, Mohand Mezmaz

arxiv:2607.28135 v1 · 2026-07-30 · 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{IOSUJ67QO74ID7LIUUXXXVI2ZR}

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	2026-07-31T01:35:50.671492Z
Builder	pith-number-builder-2026-05-17-v1
Signature	unsigned_v0
Schema	pith-number/v1.0

Canonical hash

43a544fbf077f881fd68a52f7bd51acc78b4aba8b067a24e1572fd662b9be74b

Aliases

arxiv: 2607.28135 · arxiv_version: 2607.28135v1 · doi: 10.48550/arxiv.2607.28135 · pith_short_12: IOSUJ67QO74I · pith_short_16: IOSUJ67QO74ID7LI · pith_short_8: IOSUJ67Q

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/IOSUJ67QO74ID7LIUUXXXVI2ZR \
  | 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: 43a544fbf077f881fd68a52f7bd51acc78b4aba8b067a24e1572fd662b9be74b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ef89a8daabbd8bea8cb2802447c4f97e93117ce0b9240dfb975e572ec21d6b19",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-30T12:45:18Z",
    "title_canon_sha256": "615832ae0f287d51436f168726276661f7aeb6b35af7bce438c5b41997c2e481"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.28135",
    "kind": "arxiv",
    "version": 1
  }
}