Pith Number

pith:3XLH4DXJ

pith:2026:3XLH4DXJ6KAHG4JFLYMICAUOTH

not attested not anchored not stored refs pending

Reinforcement Learning for Large Language Model Selective Evidence Adoption from Contaminated Retrieval Results

Dongsheng Shi, Lichang Dai, Yanyu Chen, Yongyi Cui, Yue Li

arxiv:2607.20090 v1 · 2026-07-22 · 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{3XLH4DXJ6KAHG4JFLYMICAUOTH}

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

Evaluating LLMs in Database Scenarios: A Lifecycle Benchmark for Assessing Their Potential in Core Database Tasks

Receipt and verification

First computed	2026-07-23T01:25:00.865936Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ddd67e0ee9f2807371255e1881028e99e14533432e5fcc18d6c7fc5716aa8b1c

Aliases

arxiv: 2607.20090 · arxiv_version: 2607.20090v1 · doi: 10.48550/arxiv.2607.20090 · pith_short_12: 3XLH4DXJ6KAH · pith_short_16: 3XLH4DXJ6KAHG4JF · pith_short_8: 3XLH4DXJ

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/3XLH4DXJ6KAHG4JFLYMICAUOTH \
  | 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: ddd67e0ee9f2807371255e1881028e99e14533432e5fcc18d6c7fc5716aa8b1c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a37b576a41b2697b4136ac7e43c4268a78665d023e31e74136ea301cf566d02b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-07-22T12:45:04Z",
    "title_canon_sha256": "4b2e4b4dbfc3495262069b2c8e63267e931a6eac0f7518483456b48fd35a561f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.20090",
    "kind": "arxiv",
    "version": 1
  }
}