Pith Number

pith:JBOBT4RX

pith:2024:JBOBT4RXXIPN5F6GDCM2XJUMKT

not attested not anchored not stored refs pending

Enhancing Retrieval and Managing Retrieval: A Four-Module Synergy for Improved Quality and Efficiency in RAG Systems

Haimin Zhang, Min Xu, Qiang Wu, Xing Zi, Yunxiao Shi, Zijing Shi

arxiv:2407.10670 v1 · 2024-07-15 · 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{JBOBT4RXXIPN5F6GDCM2XJUMKT}

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	2026-07-05T08:44:02.699135Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

485c19f237ba1ede97c61899aba68c54c72ea471420cf18067737fcdf557b833

Aliases

arxiv: 2407.10670 · arxiv_version: 2407.10670v1 · doi: 10.48550/arxiv.2407.10670 · pith_short_12: JBOBT4RXXIPN · pith_short_16: JBOBT4RXXIPN5F6G · pith_short_8: JBOBT4RX

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/JBOBT4RXXIPN5F6GDCM2XJUMKT \
  | 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: 485c19f237ba1ede97c61899aba68c54c72ea471420cf18067737fcdf557b833

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9b65856c4f6476dea42e0fc0d06649bb332c7358a507f9240ffdbc2ba2411aae",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-15T12:35:00Z",
    "title_canon_sha256": "f450dc4ec64d9e635d8fbdfeefb9fad5f43cdf8f2e3fabf03f07838471140632"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.10670",
    "kind": "arxiv",
    "version": 1
  }
}