Pith Number

pith:IWE72NPD

pith:2024:IWE72NPD6XCKZZ2LDNRN32RR3M

not attested not anchored not stored refs pending

Attention with Dependency Parsing Augmentation for Fine-Grained Attribution

Lvzhou Luo, Ping Luo, Qiang Ding, Yixuan Cao

arxiv:2412.11404 v1 · 2024-12-16 · cs.CL · 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{IWE72NPD6XCKZZ2LDNRN32RR3M}

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

MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution

Receipt and verification

First computed	2026-07-05T09:49:32.364460Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4589fd35e3f5c4ace74b1b62ddea31db3fb330eafda71eafb2af6b336a74a62e

Aliases

arxiv: 2412.11404 · arxiv_version: 2412.11404v1 · doi: 10.48550/arxiv.2412.11404 · pith_short_12: IWE72NPD6XCK · pith_short_16: IWE72NPD6XCKZZ2L · pith_short_8: IWE72NPD

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/IWE72NPD6XCKZZ2LDNRN32RR3M \
  | 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: 4589fd35e3f5c4ace74b1b62ddea31db3fb330eafda71eafb2af6b336a74a62e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "69e53c2f1b72c3605d6a39a68a54648c2d6ac08aa98d4683a752a2dc0383ef79",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-16T03:12:13Z",
    "title_canon_sha256": "61711391fe4f8e72d144104fadbfd60aea6f14a8d7b69c19f0ffa6c5e0c51023"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.11404",
    "kind": "arxiv",
    "version": 1
  }
}