Pith Number

pith:7MIGMRLJ

pith:2024:7MIGMRLJOLNUGVXTVYO4RGJXJE

not attested not anchored not stored refs pending

CausalMob: Causal Human Mobility Prediction with LLMs-derived Human Intentions toward Public Events

Hangli Ge, Jiawei Wang, Noboru Koshizuka, Renhe Jiang, Ryosuke Shibasaki, Xiaojie Yang, Zipei Fan

arxiv:2412.02155 v2 · 2024-12-03 · cs.LG · cs.AI · cs.IR · 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{7MIGMRLJOLNUGVXTVYO4RGJXJE}

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

Mixture-of-Experts for Personalized and Semantic-Aware Next Location Prediction

Receipt and verification

First computed	2026-07-05T10:49:49.542628Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fb1066456972db4356f3ae1dc89937490f9dd8fe9ad327cb21cb32857c14ed59

Aliases

arxiv: 2412.02155 · arxiv_version: 2412.02155v2 · doi: 10.48550/arxiv.2412.02155 · pith_short_12: 7MIGMRLJOLNU · pith_short_16: 7MIGMRLJOLNUGVXT · pith_short_8: 7MIGMRLJ

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/7MIGMRLJOLNUGVXTVYO4RGJXJE \
  | 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: fb1066456972db4356f3ae1dc89937490f9dd8fe9ad327cb21cb32857c14ed59

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5b5af6767e3656a5e1a202f544491d98924018ec0abbf17997fc3249caf6f8db",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR",
      "cs.SI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-03T04:29:27Z",
    "title_canon_sha256": "103ea9db0a311dd7b792627d57a7dac2cd6795263ff3cf25b0c8ebd38f4f2c3b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.02155",
    "kind": "arxiv",
    "version": 2
  }
}