Pith Number

pith:QB34DTFM

pith:2024:QB34DTFM6BGVFQQL5AKHF4AGNF

not attested not anchored not stored refs pending

LLM-based Discriminative Reasoning for Knowledge Graph Question Answering

Kehai Chen, Min Zhang, Mufan Xu, Muyun Yang, Tiejun Zhao, Xuefeng Bai

arxiv:2412.12643 v2 · 2024-12-17 · 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{QB34DTFM6BGVFQQL5AKHF4AGNF}

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

Advancing Multi-Agent RAG Systems with Minimalist Reinforcement Learning

Receipt and verification

First computed	2026-07-05T10:26:11.880943Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8077c1ccacf04d52c20be81472f006696042a1984788ad96cddbae73c7cb85b2

Aliases

arxiv: 2412.12643 · arxiv_version: 2412.12643v2 · doi: 10.48550/arxiv.2412.12643 · pith_short_12: QB34DTFM6BGV · pith_short_16: QB34DTFM6BGVFQQL · pith_short_8: QB34DTFM

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/QB34DTFM6BGVFQQL5AKHF4AGNF \
  | 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: 8077c1ccacf04d52c20be81472f006696042a1984788ad96cddbae73c7cb85b2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "667afa9c10a0c0a3eb0752e4e7cbe63f1e9ed1a39e1bdadc1a6ae4b132569a72",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-17T08:07:16Z",
    "title_canon_sha256": "68f4ae5dfc094114dba2c57c4dfc78bd4b82654351d0641bca04024e1982590a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.12643",
    "kind": "arxiv",
    "version": 2
  }
}