Pith Number

pith:XQ6KYAME

pith:2024:XQ6KYAME2WQQLK5CZGC4GGEBTO

not attested not anchored not stored refs pending

An Empirical Study of Retrieval Augmented Generation with Chain-of-Thought

Hongyu Cao, Xianyu Zhao, Yuetong Zhao, Zhijian Ou

arxiv:2407.15569 v2 · 2024-07-22 · 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{XQ6KYAME2WQQLK5CZGC4GGEBTO}

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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

HIRAG: Hierarchical-Thought Instruction-Tuning Retrieval-Augmented Generation

Receipt and verification

First computed	2026-07-05T09:01:03.912457Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bc3cac0184d5a105aba2c985c318819ba14b2f0e33ba4fb06b56b8de7c5e25d0

Aliases

arxiv: 2407.15569 · arxiv_version: 2407.15569v2 · doi: 10.48550/arxiv.2407.15569 · pith_short_12: XQ6KYAME2WQQ · pith_short_16: XQ6KYAME2WQQLK5C · pith_short_8: XQ6KYAME

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/XQ6KYAME2WQQLK5CZGC4GGEBTO \
  | 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: bc3cac0184d5a105aba2c985c318819ba14b2f0e33ba4fb06b56b8de7c5e25d0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "69b17c930739b29af15dd7aef3c35172418f3a4fad3b5b291285c026e9ed10da",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-22T11:55:14Z",
    "title_canon_sha256": "f5d384227b72f6aeaa5039caca3ce02bd85f94e1c3388afcad399e316a5149fb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.15569",
    "kind": "arxiv",
    "version": 2
  }
}