Pith Number

pith:CXY7EW6Y

pith:2026:CXY7EW6YY7OIKXMT5NBRG2OV64

not attested not anchored not stored refs pending

Modeling Matches as Language: A Generative Transformer Approach for Counterfactual Player Valuation in Football

Geonhee Jo, Hyeokje Cho, Hyunsung Kim, Minho Lee, Miru Hong, Pascal Bauer, Sang-Ki Ko

arxiv:2603.15212 v2 · 2026-03-16 · cs.AI · 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{CXY7EW6YY7OIKXMT5NBRG2OV64}

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

TacticGen: Grounding Adaptable and Scalable Generation of Football Tactics

Receipt and verification

First computed	2026-08-05T00:41:33.021567Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

15f1f25bd8c7dc855d93eb431369d5f72f12fc94b57cf93d2adfa25ec06731ce

Aliases

arxiv: 2603.15212 · arxiv_version: 2603.15212v2 · doi: 10.48550/arxiv.2603.15212 · pith_short_12: CXY7EW6YY7OI · pith_short_16: CXY7EW6YY7OIKXMT · pith_short_8: CXY7EW6Y

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/CXY7EW6YY7OIKXMT5NBRG2OV64 \
  | 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: 15f1f25bd8c7dc855d93eb431369d5f72f12fc94b57cf93d2adfa25ec06731ce

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2cbd6af883357565c904b094f9f7a23e4888de90a8a42e1b442cd43a4cae60e5",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-03-16T12:51:33Z",
    "title_canon_sha256": "fe57cb3d8653075858d39afab1b5f1a5a67622c9417a0953ef2de571f6f17254"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2603.15212",
    "kind": "arxiv",
    "version": 2
  }
}