Pith Number

pith:WNATDDRW

pith:2026:WNATDDRW3ROYSPAIZUCUEVD2CO

not attested not anchored not stored refs pending

Constructing Dynamic Master Logic Models as Knowledge Graphs for Complex System Diagnostics Using Retrieval-Augmented Large Language Models

Mohammad Modarres, Saman Marandi, Yu-Shu Hu

arxiv:2608.12304 v1 · 2026-08-12 · 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{WNATDDRW3ROYSPAIZUCUEVD2CO}

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	2026-08-13T01:30:45.706135Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b341318e36dc5d893c08cd0542547a139e8c44af14a0f939c48cf7a424c662a5

Aliases

arxiv: 2608.12304 · arxiv_version: 2608.12304v1 · doi: 10.48550/arxiv.2608.12304 · pith_short_12: WNATDDRW3ROY · pith_short_16: WNATDDRW3ROYSPAI · pith_short_8: WNATDDRW

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/WNATDDRW3ROYSPAIZUCUEVD2CO \
  | 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: b341318e36dc5d893c08cd0542547a139e8c44af14a0f939c48cf7a424c662a5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "62a0e7d63572b037b1ddef91e6201bd247207f442cfab95407106fefd1b56473",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-08-12T17:50:39Z",
    "title_canon_sha256": "f18b4966ef7195c0351ffcf95b6fc7f453f9455c56cdbfe197f20e898c7d40ee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.12304",
    "kind": "arxiv",
    "version": 1
  }
}