Pith Number

pith:F2WCTASQ

pith:2021:F2WCTASQRI22CUOE2D6446DSST

not attested not anchored not stored refs pending

Grab the Reins of Crowds: Estimating the Effects of Crowd Movement Guidance Using Causal Inference

Hisashi Kashima, Koh Takeuchi, Masaki Onishi, Ryo Nishida

arxiv:2102.03980 v2 · 2021-02-08 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{F2WCTASQRI22CUOE2D6446DSST}

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	2026-07-05T02:58:39.208591Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2eac2982508a35a151c4d0fdce787294df25b4e036ed98e56141d766dbe69f12

Aliases

arxiv: 2102.03980 · arxiv_version: 2102.03980v2 · doi: 10.48550/arxiv.2102.03980 · pith_short_12: F2WCTASQRI22 · pith_short_16: F2WCTASQRI22CUOE · pith_short_8: F2WCTASQ

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/F2WCTASQRI22CUOE2D6446DSST \
  | 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: 2eac2982508a35a151c4d0fdce787294df25b4e036ed98e56141d766dbe69f12

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "16be957ded75654bd39036e9541eb9e24b3a7a46fe5b2ed0bc8df2c3aa72079c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-02-08T03:17:08Z",
    "title_canon_sha256": "6a5d9781c165e8312b72eb6e6b1f404f36438e87dac0abd87a7f97424b26fec8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.03980",
    "kind": "arxiv",
    "version": 2
  }
}