Pith Number

pith:NL2GIUNQ

pith:2025:NL2GIUNQHNRWWTXCGHNDOO4IPP

not attested not anchored not stored refs pending

TRAIL: Joint Inference and Refinement of Knowledge Graphs with Large Language Models

Guanjie Cheng, Haode Li, Xinkui Zhao, Yifan Zhang, Yueshen Xu

arxiv:2508.04474 v1 · 2025-08-06 · 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{NL2GIUNQHNRWWTXCGHNDOO4IPP}

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

2 papers in Pith

GRAB-ANNS: High-Throughput Indexing and Hybrid Search via GPU-Native Bucketing

DeepRefine: Agent-Compiled Knowledge Refinement via Reinforcement Learning

Receipt and verification

First computed	2026-07-05T11:49:37.483403Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6af46451b03b636b4ee231da373b887bfd35d4091d048c138cf8f6766cfb3294

Aliases

arxiv: 2508.04474 · arxiv_version: 2508.04474v1 · doi: 10.48550/arxiv.2508.04474 · pith_short_12: NL2GIUNQHNRW · pith_short_16: NL2GIUNQHNRWWTXC · pith_short_8: NL2GIUNQ

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/NL2GIUNQHNRWWTXCGHNDOO4IPP \
  | 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: 6af46451b03b636b4ee231da373b887bfd35d4091d048c138cf8f6766cfb3294

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cf0d3164330424508abd20ef92efed75fc886c1ba5b6c4369aca1cba6666547e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-08-06T14:25:05Z",
    "title_canon_sha256": "c6d145be53b5ee1ac8aa11263814752d48d6145f480f42ba500c4460c3c4c5f6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.04474",
    "kind": "arxiv",
    "version": 1
  }
}