Pith Number

pith:YCRJY46H

pith:2026:YCRJY46HAFP3VTJNLPGTHVEJ4R

not attested not anchored not stored refs pending

Integrating Factual and Normative Industrial Knowledge via Constraint-Aware Graph Attention for Process Plan Recommendation

Jiahao Liu, Lijiang Huang, Xitian Tian, Yingqi Li, Yingying Xiao, Yuntong Chen, Zewei Liu, Ziang Wang

arxiv:2607.24213 v1 · 2026-07-27 · cs.AI · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YCRJY46HAFP3VTJNLPGTHVEJ4R}

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	2026-07-28T02:23:51.336294Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c0a29c73c7015fbacd2d5bcd33d489e47c87449474da1acb31ba5ca95d76f708

Aliases

arxiv: 2607.24213 · arxiv_version: 2607.24213v1 · doi: 10.48550/arxiv.2607.24213 · pith_short_12: YCRJY46HAFP3 · pith_short_16: YCRJY46HAFP3VTJN · pith_short_8: YCRJY46H

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/YCRJY46HAFP3VTJNLPGTHVEJ4R \
  | 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: c0a29c73c7015fbacd2d5bcd33d489e47c87449474da1acb31ba5ca95d76f708

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cebaf782b7185070e01a82f41007ad0889436db5a0baf8040ffc61fd5d884b5b",
    "cross_cats_sorted": [
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-07-27T09:45:05Z",
    "title_canon_sha256": "ebe5f9b18fce7f52c2b1d615884ffce7cbd8bd951725d0da6d62548c89e01fd4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.24213",
    "kind": "arxiv",
    "version": 1
  }
}