Pith Number

pith:DYTYONCT

pith:2025:DYTYONCTTZTSLUOOENVUTYD4X2

not attested not anchored not stored refs pending

Knowledge Graph-Infused Fine-Tuning for Structured Reasoning in Large Language Models

Junliang Du, Mengjie Wang, Wuyang Zhang, Xiandong Meng, Yexin Tian

arxiv:2508.14427 v1 · 2025-08-20 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DYTYONCTTZTSLUOOENVUTYD4X2}

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

1 paper in Pith

Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks

Receipt and verification

First computed	2026-07-05T11:56:31.670103Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1e278734539e6725d1ce236b49e07cbeb6b7e70927d7390326863aae8ae9e6ac

Aliases

arxiv: 2508.14427 · arxiv_version: 2508.14427v1 · doi: 10.48550/arxiv.2508.14427 · pith_short_12: DYTYONCTTZTS · pith_short_16: DYTYONCTTZTSLUOO · pith_short_8: DYTYONCT

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/DYTYONCTTZTSLUOOENVUTYD4X2 \
  | 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: 1e278734539e6725d1ce236b49e07cbeb6b7e70927d7390326863aae8ae9e6ac

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "072355a7597e619be115a462f218306645f6a611feb8cf4075d910557f989541",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-20T04:52:12Z",
    "title_canon_sha256": "0419fd23e87fd6085b3b6221e2ae9a534429f323a5e79c2d4372ecfe1fc04551"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.14427",
    "kind": "arxiv",
    "version": 1
  }
}