Pith Number

pith:KTO6BDKD

pith:2024:KTO6BDKDWLJYMDLF2TLXJW7M5Q

not attested not anchored not stored refs pending

Training Language Models to Generate Text with Citations via Fine-grained Rewards

Chengyu Huang, Wenya Wang, Yushi Hu, Zeqiu Wu

arxiv:2402.04315 v3 · 2024-02-06 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KTO6BDKDWLJYMDLF2TLXJW7M5Q}

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

3 papers in Pith

Trustworthiness in Retrieval-Augmented Generation Systems: A Survey

Cite Pretrain: Retrieval-Free Knowledge Attribution for Large Language Models

Context Attribution with Multi-Armed Bandit Optimization

Receipt and verification

First computed	2026-07-05T09:01:29.845922Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

54dde08d43b2d3860d65d4d774dbecec024001eddfeeb32fc3e84c6b0e30beab

Aliases

arxiv: 2402.04315 · arxiv_version: 2402.04315v3 · doi: 10.48550/arxiv.2402.04315 · pith_short_12: KTO6BDKDWLJY · pith_short_16: KTO6BDKDWLJYMDLF · pith_short_8: KTO6BDKD

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/KTO6BDKDWLJYMDLF2TLXJW7M5Q \
  | 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: 54dde08d43b2d3860d65d4d774dbecec024001eddfeeb32fc3e84c6b0e30beab

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ccd7c7265c760b559fb200c7d77c091ea898afdf673bf7e3296252f9e6ce0cde",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-06T19:00:40Z",
    "title_canon_sha256": "6374c7ce93dea87d96f1e2774bb5f4bf153359548fe2413fe9528c57ab6671c7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.04315",
    "kind": "arxiv",
    "version": 3
  }
}