Pith Number

pith:AAHF2WBK

pith:2024:AAHF2WBKSBTSJGKKY3MXRP5DQB

not attested not anchored not stored refs pending

A Hierarchical Language Model For Interpretable Graph Reasoning

Sambhav Khurana, Shuiwang Ji, Shurui Gui, Xiner Li

arxiv:2410.22372 v1 · 2024-10-29 · cs.LG · 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{AAHF2WBKSBTSJGKKY3MXRP5DQB}

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

Are Large Language Models Suitable for Graph Computation? Progress and Prospects

Testing LLM Arithmetic Reasoning Generalization with Automatic Numeric-Remapping Attacks

Receipt and verification

First computed	2026-07-05T09:28:15.652630Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

000e5d582a906724994ac6d978bfa3805100001112b19b342f30f0566e777e3f

Aliases

arxiv: 2410.22372 · arxiv_version: 2410.22372v1 · doi: 10.48550/arxiv.2410.22372 · pith_short_12: AAHF2WBKSBTS · pith_short_16: AAHF2WBKSBTSJGKK · pith_short_8: AAHF2WBK

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/AAHF2WBKSBTSJGKKY3MXRP5DQB \
  | 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: 000e5d582a906724994ac6d978bfa3805100001112b19b342f30f0566e777e3f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "88a6747d88e54304784d7344f59cbcfbe8a1f85ac4ed41cc45c117507c5a2b19",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-29T00:28:02Z",
    "title_canon_sha256": "484a9efacabfe7584642de78e57644fc5d0f86e75cad7613591ffa47081af606"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.22372",
    "kind": "arxiv",
    "version": 1
  }
}