Pith Number

pith:PGRVAQSG

pith:2018:PGRVAQSGLWPFSCP34NYK22IMBN

not attested not anchored not stored refs pending

Modelling Latent Travel Behaviour Characteristics with Generative Machine Learning

Bilal Farooq, Melvin Wong

arxiv:1809.05781 v1 · 2018-09-15 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PGRVAQSGLWPFSCP34NYK22IMBN}

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.

Receipt and verification

First computed	2026-05-18T00:05:36.515397Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

79a35042465d9e5909fbe370ad690c0b738e44daf670c3bdc7e96700b32fe2d0

Aliases

arxiv: 1809.05781 · arxiv_version: 1809.05781v1 · doi: 10.48550/arxiv.1809.05781 · pith_short_12: PGRVAQSGLWPF · pith_short_16: PGRVAQSGLWPFSCP3 · pith_short_8: PGRVAQSG

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/PGRVAQSGLWPFSCP34NYK22IMBN \
  | 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: 79a35042465d9e5909fbe370ad690c0b738e44daf670c3bdc7e96700b32fe2d0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "05597f4b9978308975a5aa76dcd10f4bf2e1c54a8cbcd2a49c1a803b2407fc61",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-09-15T23:57:34Z",
    "title_canon_sha256": "5b08f02f97bea3f89154af6b4a40bf86c34c8037d73c4d80cb2e13a5b1de470c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1809.05781",
    "kind": "arxiv",
    "version": 1
  }
}