Pith Number

pith:GNAHJJWL

pith:2025:GNAHJJWLQ6APIEXETR57ININRF

not attested not anchored not stored refs pending

G2S: A General-to-Specific Learning Framework for Temporal Knowledge Graph Forecasting with Large Language Models

Jiafeng Guo, Long Bai, Tat-Seng Chua, Xiaolong Jin, Xueqi Cheng, Zixuan Li

arxiv:2506.00445 v1 · 2025-05-31 · 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{GNAHJJWLQ6APIEXETR57ININRF}

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	2026-07-05T11:13:34.875581Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

334074a6cb8780f412e49c7bf4350d896f916a8e00979f8a0fe1cf5276085dae

Aliases

arxiv: 2506.00445 · arxiv_version: 2506.00445v1 · doi: 10.48550/arxiv.2506.00445 · pith_short_12: GNAHJJWLQ6AP · pith_short_16: GNAHJJWLQ6APIEXE · pith_short_8: GNAHJJWL

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/GNAHJJWLQ6APIEXETR57ININRF \
  | 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: 334074a6cb8780f412e49c7bf4350d896f916a8e00979f8a0fe1cf5276085dae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4b97dead0293fbf492a0259a7254c5f285d3a8fc6cbe646bdf5deb28594631a6",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-31T07:57:19Z",
    "title_canon_sha256": "029aa7808f27031e742758be0de58946571c1cffe803c74ed42e425a7d456265"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.00445",
    "kind": "arxiv",
    "version": 1
  }
}