Pith Number

pith:SJAXPESC

pith:2025:SJAXPESC4C7VPVEYMDJFTUMQOV

not attested not anchored not stored refs pending

SEAL: Self-Evolving Agentic Learning for Conversational Question Answering over Knowledge Graphs

Changcheng Wang, Hao Wang, Jialun Zhong, Shunyu Yao, Xinchi Li, Yanzeng Li, Zheng Li, Zhujun Nie

arxiv:2512.04868 v2 · 2025-12-04 · 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{SJAXPESC4C7VPVEYMDJFTUMQOV}

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	2026-05-27T01:05:40.668901Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9241779242e0bf57d49860d259d190757b57206b1f3b737d8d92f669df2decf1

Aliases

arxiv: 2512.04868 · arxiv_version: 2512.04868v2 · doi: 10.48550/arxiv.2512.04868 · pith_short_12: SJAXPESC4C7V · pith_short_16: SJAXPESC4C7VPVEY · pith_short_8: SJAXPESC

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/SJAXPESC4C7VPVEYMDJFTUMQOV \
  | 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: 9241779242e0bf57d49860d259d190757b57206b1f3b737d8d92f669df2decf1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0793bbf6640c60437447e057042d332208fe7dd345c3968601130cdf2d1e5db1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-12-04T14:52:30Z",
    "title_canon_sha256": "d4a605cb3671e754d4b350ed05ffa672f3c4f14d74407288aecb5b9d289e3ec3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.04868",
    "kind": "arxiv",
    "version": 2
  }
}