Pith Number

pith:FKU5OMAN

pith:2024:FKU5OMANYW6OUX7D37HGKM2S5Q

not attested not anchored not stored refs pending

LIMP: Large Language Model Enhanced Intent-aware Mobility Prediction

Fengli Xu, Jiawei Chi, Jie Feng, Songwei Li, Xiaomeng Zhao, Xinyuan Hu

arxiv:2408.12832 v1 · 2024-08-23 · 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{FKU5OMANYW6OUX7D37HGKM2S5Q}

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

Towards Efficient and Evidence-grounded Mobility Prediction with LLM-Driven Agent

Receipt and verification

First computed	2026-07-05T08:58:31.232304Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2aa9d7300dc5bcea5fe3dfce653352ec29a9f9b483b40e6cee16d1b97388a4ab

Aliases

arxiv: 2408.12832 · arxiv_version: 2408.12832v1 · doi: 10.48550/arxiv.2408.12832 · pith_short_12: FKU5OMANYW6O · pith_short_16: FKU5OMANYW6OUX7D · pith_short_8: FKU5OMAN

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/FKU5OMANYW6OUX7D37HGKM2S5Q \
  | 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: 2aa9d7300dc5bcea5fe3dfce653352ec29a9f9b483b40e6cee16d1b97388a4ab

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "98e6f96092ae4d73b48693000e35dccd97a1cc3da97c4b970c2f90f3a4e5b32a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-08-23T04:28:56Z",
    "title_canon_sha256": "46223d4e3587498331fa04df957cc0b1e9b1dad6b23ca1bf0535a5bc39b79eb0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.12832",
    "kind": "arxiv",
    "version": 1
  }
}