Pith Number

pith:YSM65FLF

pith:2025:YSM65FLFXJRX423CCSJKD52IGH

not attested not anchored not stored refs pending

Context-Enhanced Contrastive Search for Improved LLM Text Generation

Hetvi Waghela, Jaydip Sen, Rohit Pandey

arxiv:2504.21020 v1 · 2025-04-22 · cs.CL · 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{YSM65FLFXJRX423CCSJKD52IGH}

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

From Coarse to Fine: Benchmarking and Reward Modeling for Writing-Centric Generation Tasks

Receipt and verification

First computed	2026-07-05T10:55:55.239737Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c499ee9565ba637e6b621492a1f74831e8fea36b5ee998f11125ec9dd0adbc68

Aliases

arxiv: 2504.21020 · arxiv_version: 2504.21020v1 · doi: 10.48550/arxiv.2504.21020 · pith_short_12: YSM65FLFXJRX · pith_short_16: YSM65FLFXJRX423C · pith_short_8: YSM65FLF

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/YSM65FLFXJRX423CCSJKD52IGH \
  | 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: c499ee9565ba637e6b621492a1f74831e8fea36b5ee998f11125ec9dd0adbc68

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9db886b6eaf33d2f0bbea652084995070713f295767b4b66f857014f65450599",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-04-22T13:00:14Z",
    "title_canon_sha256": "cb44320a8aeb71096c2c175df42dc78644185629d6636ef0d1c14e9641bf25f1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.21020",
    "kind": "arxiv",
    "version": 1
  }
}