Pith Number

pith:57TL5JSS

pith:2024:57TL5JSSTUFFCAXVAWUAHD2RRY

not attested not anchored not stored refs pending

Precedence-Constrained Winter Value for Effective Graph Data Valuation

Charu Aggarwal, Hongliang Chi, Wei Jin, Yao Ma

arxiv:2402.01943 v2 · 2024-02-02 · 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{57TL5JSSTUFFCAXVAWUAHD2RRY}

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

FedMark-FM: Auditable, Risk-Adjusted Data Markets for Federated Foundation-Model Adaptation

Receipt and verification

First computed	2026-07-05T07:53:50.228284Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

efe6bea6529d0a5102f505a8038f518e31dca5c69959201919a3af3233dccdda

Aliases

arxiv: 2402.01943 · arxiv_version: 2402.01943v2 · doi: 10.48550/arxiv.2402.01943 · pith_short_12: 57TL5JSSTUFF · pith_short_16: 57TL5JSSTUFFCAXV · pith_short_8: 57TL5JSS

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/57TL5JSSTUFFCAXVAWUAHD2RRY \
  | 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: efe6bea6529d0a5102f505a8038f518e31dca5c69959201919a3af3233dccdda

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a025817972ea369cc470bdaf6d705d134cfd981e1e07942cb28fc74b61d4d3e3",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-02T22:39:50Z",
    "title_canon_sha256": "73667e5e040b07b07e56b16f6983959efc4bae3119920a3b2b7331cc236f5ff7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.01943",
    "kind": "arxiv",
    "version": 2
  }
}