Pith Number

pith:NNWQTLL7

pith:2023:NNWQTLL73G6IE7ZUDY7W5D34A7

not attested not anchored not stored refs pending

Seeing the Unseen: Learning Basis Confounder Representations for Robust Traffic Prediction

Chao Huang, Jiahao Ji, Jingyuan Wang, Wentao Zhang

arxiv:2311.12472 v4 · 2023-11-21 · 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{NNWQTLL73G6IE7ZUDY7W5D34A7}

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

STDCformer: A Transformer-Based Model with a Spatial-Temporal Causal De-Confounding Strategy for Crowd Flow Prediction

Receipt and verification

First computed	2026-07-05T09:59:42.894635Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6b6d09ad7fd9bc827f341e3f6e8f7c07fdb16ca3e5d30a82f35b664d57de5f0b

Aliases

arxiv: 2311.12472 · arxiv_version: 2311.12472v4 · doi: 10.48550/arxiv.2311.12472 · pith_short_12: NNWQTLL73G6I · pith_short_16: NNWQTLL73G6IE7ZU · pith_short_8: NNWQTLL7

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/NNWQTLL73G6IE7ZUDY7W5D34A7 \
  | 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: 6b6d09ad7fd9bc827f341e3f6e8f7c07fdb16ca3e5d30a82f35b664d57de5f0b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cd45ed89a2593464216c0277b94dc977cc6fd3a856d44aacc51e38dd9e073cf4",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-11-21T09:33:13Z",
    "title_canon_sha256": "1a17e9c978a64571ec27cf32f442ef3d062604423eab5b7e7546a049d91bb39b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.12472",
    "kind": "arxiv",
    "version": 4
  }
}