Pith Number

pith:DSNFVXGD

pith:2024:DSNFVXGDBUYWY6PIXZO7JMPG5I

not attested not anchored not stored refs pending

GLaM: Fine-Tuning Large Language Models for Domain Knowledge Graph Alignment via Neighborhood Partitioning and Generative Subgraph Encoding

Alejandro Zuniga, Khushbu Agarwal, Michael Henry, Stefan Dernbach, Sutanay Choudhury

arxiv:2402.06764 v3 · 2024-02-09 · 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{DSNFVXGDBUYWY6PIXZO7JMPG5I}

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

Thinking with Knowledge Graphs: Enhancing LLM Reasoning Through Structured Data

Receipt and verification

First computed	2026-07-05T08:09:12.996162Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1c9a5adcc30d316c79e8be5df4b1e6ea32900b83bc808e454e17ce3e0697b227

Aliases

arxiv: 2402.06764 · arxiv_version: 2402.06764v3 · doi: 10.48550/arxiv.2402.06764 · pith_short_12: DSNFVXGDBUYW · pith_short_16: DSNFVXGDBUYWY6PI · pith_short_8: DSNFVXGD

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/DSNFVXGDBUYWY6PIXZO7JMPG5I \
  | 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: 1c9a5adcc30d316c79e8be5df4b1e6ea32900b83bc808e454e17ce3e0697b227

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ad05e32a3a735e0cb9c79d1bc3aba923f6e7ab17d07e73301784d51e1492492a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-02-09T19:53:29Z",
    "title_canon_sha256": "1384534814911cf07ca4f10d498831d11df0f5aeb9cac7f0d5d215f4ad08a888"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.06764",
    "kind": "arxiv",
    "version": 3
  }
}