Pith Number

pith:AUZF5W7B

pith:2024:AUZF5W7BLRSU7QMSF4F4ZRMGT2

not attested not anchored not stored refs pending

A Universal Model for Human Mobility Prediction

Qingyue Long, Yong Li, Yuan Yuan

arxiv:2412.15294 v1 · 2024-12-19 · 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{AUZF5W7BLRSU7QMSF4F4ZRMGT2}

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

One Fits All: General Mobility Trajectory Modeling via Masked Conditional Diffusion

Receipt and verification

First computed	2026-07-05T09:52:20.823308Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

05325edbe15c654fc1922f0bccc5869ea25b84691cb79af0989e3b34c4ec3e2b

Aliases

arxiv: 2412.15294 · arxiv_version: 2412.15294v1 · doi: 10.48550/arxiv.2412.15294 · pith_short_12: AUZF5W7BLRSU · pith_short_16: AUZF5W7BLRSU7QMS · pith_short_8: AUZF5W7B

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/AUZF5W7BLRSU7QMSF4F4ZRMGT2 \
  | 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: 05325edbe15c654fc1922f0bccc5869ea25b84691cb79af0989e3b34c4ec3e2b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1c6bddfbac1b1a657fbabbcd71bfa59520e498cb813d2099d49caa2359cc077c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-19T07:38:13Z",
    "title_canon_sha256": "b3b0ddafff1c03cbc2080bff6cb71c3994c109d74b5f421efb0741aca06ba632"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.15294",
    "kind": "arxiv",
    "version": 1
  }
}