Pith Number

pith:KDBLNNFT

pith:2025:KDBLNNFTWIEM5C3MG4OCHUBWP7

not attested not anchored not stored refs pending

Generate, Discriminate, Evolve: Enhancing Context Faithfulness via Fine-Grained Sentence-Level Self-Evolution

Abdalla Moustafa, Helen Meng, Hongyin Luo, James Glass, Kun Li, Tianhua Zhang, Xixin Wu, Yunxiang Li

arxiv:2503.01695 v1 · 2025-03-03 · 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{KDBLNNFTWIEM5C3MG4OCHUBWP7}

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.

Receipt and verification

First computed	2026-07-05T10:23:12.647307Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

50c2b6b4b3b208ce8b6c371c23d0367fcf9be368ece853676adf486c8ea1195b

Aliases

arxiv: 2503.01695 · arxiv_version: 2503.01695v1 · doi: 10.48550/arxiv.2503.01695 · pith_short_12: KDBLNNFTWIEM · pith_short_16: KDBLNNFTWIEM5C3M · pith_short_8: KDBLNNFT

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/KDBLNNFTWIEM5C3MG4OCHUBWP7 \
  | 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: 50c2b6b4b3b208ce8b6c371c23d0367fcf9be368ece853676adf486c8ea1195b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f98f25a09f108d79cb99c0412d5d1e6441b6dc195879365455e462c55e493a09",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-03-03T16:08:33Z",
    "title_canon_sha256": "7d08e4d0c79c8d038a1239a33d31d9676310a22d13c991720a9d8cd7ac1570c9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.01695",
    "kind": "arxiv",
    "version": 1
  }
}