Pith Number

pith:YSZHYH7P

pith:2025:YSZHYH7PCXIB4KGHQON4OM6XD4

not attested not anchored not stored refs pending

Enhancing RAG with Active Learning on Conversation Records: Reject Incapables and Answer Capables

Haozhao Wang, Jun Wang, Ruixuan Li, Wei Liu, Xuzhao Geng

arxiv:2502.09073 v1 · 2025-02-13 · 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{YSZHYH7PCXIB4KGHQON4OM6XD4}

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

A Survey of the State-of-the-Art in Conversational Question Answering Systems

Receipt and verification

First computed	2026-07-05T10:13:52.052169Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c4b27c1fef15d01e28c7839bc733d71f263d9b38a44d0996077c6b25cffdc6f1

Aliases

arxiv: 2502.09073 · arxiv_version: 2502.09073v1 · doi: 10.48550/arxiv.2502.09073 · pith_short_12: YSZHYH7PCXIB · pith_short_16: YSZHYH7PCXIB4KGH · pith_short_8: YSZHYH7P

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/YSZHYH7PCXIB4KGHQON4OM6XD4 \
  | 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: c4b27c1fef15d01e28c7839bc733d71f263d9b38a44d0996077c6b25cffdc6f1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "91a280b954d999aea85c1699b1bc945a6b0da2802c5277e014ebbafc58f12d3b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-13T08:42:29Z",
    "title_canon_sha256": "c4d76d614f20c9c308b696e9fd21016ee099f98fdf45f312443f74bc697e3492"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.09073",
    "kind": "arxiv",
    "version": 1
  }
}