Pith Number

pith:3NTSAAVU

pith:2024:3NTSAAVUDKZABMGTF4W5GA2DXY

not attested not anchored not stored refs pending

Chain-of-Planned-Behaviour Workflow Elicits Few-Shot Mobility Generation in LLMs

Bingbing Fan, Chenyang Shao, Fengli Xu, Jingtao Ding, Meng Wang, Yong Li, Yuan Yuan

arxiv:2402.09836 v2 · 2024-02-15 · 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{3NTSAAVUDKZABMGTF4W5GA2DXY}

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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

7 papers in Pith

GPS-Enhanced Tourist Mobility Modeling with Seasonal Spatial Priors and LLM-Based Activity Chain Generation

AgentSociety: Large-Scale Simulation of LLM-Driven Generative Agents Advances Understanding of Human Behaviors and Society

Tuning Language Models for Robust Prediction of Diverse User Behaviors

MoveFM-R: Advancing Mobility Foundation Models via Language-driven Semantic Reasoning

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

Receipt and verification

First computed	2026-07-05T08:27:46.114478Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

db672002b41ab200b0d32f2dd30343be2c7f4646a907da00f28e17c6c3000100

Aliases

arxiv: 2402.09836 · arxiv_version: 2402.09836v2 · doi: 10.48550/arxiv.2402.09836 · pith_short_12: 3NTSAAVUDKZA · pith_short_16: 3NTSAAVUDKZABMGT · pith_short_8: 3NTSAAVU

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/3NTSAAVUDKZABMGTF4W5GA2DXY \
  | 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: db672002b41ab200b0d32f2dd30343be2c7f4646a907da00f28e17c6c3000100

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3368e5cffe5b181642ad7ef31542548d8d892e94a9e587021bbbd2980f34b1f7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-02-15T09:58:23Z",
    "title_canon_sha256": "31bc0fa8e77476d5de4fa5005728b63935ac1385883ea035e99f5f303eb0bd57"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.09836",
    "kind": "arxiv",
    "version": 2
  }
}