Pith Number

pith:GQDNBA6J

pith:2022:GQDNBA6JRAO25OMN5T7VKYPBFB

not attested not anchored not stored refs pending

Empowering Language Models with Knowledge Graph Reasoning for Question Answering

Chenguang Zhu, Kai-Wei Chang, Shuohang Wang, Wenhao Yu, Yichong Xu, Yizhou Sun, Ziniu Hu, Ziyi Yang

arxiv:2211.08380 v1 · 2022-11-15 · cs.CL · cs.AI

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\usepackage{pith}
\pithnumber{GQDNBA6JRAO25OMN5T7VKYPBFB}

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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

ArchRAG: Attributed Community-based Hierarchical Retrieval-Augmented Generation

Receipt and verification

First computed	2026-07-05T05:16:28.592736Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3406d083c9881daeb98decff5561e12844d6f857010f751d6839b5c698e28f36

Aliases

arxiv: 2211.08380 · arxiv_version: 2211.08380v1 · doi: 10.48550/arxiv.2211.08380 · pith_short_12: GQDNBA6JRAO2 · pith_short_16: GQDNBA6JRAO25OMN · pith_short_8: GQDNBA6J

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/GQDNBA6JRAO25OMN5T7VKYPBFB \
  | 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: 3406d083c9881daeb98decff5561e12844d6f857010f751d6839b5c698e28f36

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1878aea3fd1bfaed596a19ec0880bc06ff255b1854db44e820ff61a2f6dc9c71",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-11-15T18:26:26Z",
    "title_canon_sha256": "18496efbf14505138d7735e561a2d86661e7e85d8b9a922ca24def3e05579121"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.08380",
    "kind": "arxiv",
    "version": 1
  }
}