Pith Number

pith:7PM6MEJJ

pith:2024:7PM6MEJJP5CGZTWIBL2J2RFM6Z

not attested not anchored not stored refs pending

Synergizing LLM Agents and Knowledge Graph for Socioeconomic Prediction in LBSN

Depeng Jin, Fengli Xu, Jingyang Fan, Yong Li, Yu Liu, Zhilun Zhou

arxiv:2411.00028 v2 · 2024-10-29 · cs.CL · cs.AI · cs.LG · cs.SI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7PM6MEJJP5CGZTWIBL2J2RFM6Z}

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

From Symbolic to Geometric: Enabling Spatial Reasoning in Large Language Models

Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models

Receipt and verification

First computed	2026-07-05T09:37:42.449593Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fbd9e611297f446ccec80af49d44acf668970724edc759d2177996dd8b947394

Aliases

arxiv: 2411.00028 · arxiv_version: 2411.00028v2 · doi: 10.48550/arxiv.2411.00028 · pith_short_12: 7PM6MEJJP5CG · pith_short_16: 7PM6MEJJP5CGZTWI · pith_short_8: 7PM6MEJJ

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/7PM6MEJJP5CGZTWIBL2J2RFM6Z \
  | 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: fbd9e611297f446ccec80af49d44acf668970724edc759d2177996dd8b947394

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "50c13363339b90bfc9640504ff6e9b12243d67212b0f9ab500d32b73038af9f0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.SI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-29T04:03:15Z",
    "title_canon_sha256": "d4c28afd70db1fbb9de43dd80392e49d2c7909df799422dc4384f11fdaec01a3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.00028",
    "kind": "arxiv",
    "version": 2
  }
}