Pith Number

pith:L3BTO6SW

pith:2025:L3BTO6SWEOL5UGEKJMNWASFWRK

not attested not anchored not stored refs pending

Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization

Hongjin Qian, Jiajie Jin, Ji-Rong Wen, Yutao Zhu, Zheng Liu, Zhicheng Dou

arxiv:2505.15444 v1 · 2025-05-21 · 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{L3BTO6SWEOL5UGEKJMNWASFWRK}

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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

WebThinker: Empowering Large Reasoning Models with Deep Research Capability

Receipt and verification

First computed	2026-07-05T11:06:45.748799Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5ec3377a562397da188a4b1b6048b68a8d4e17a386ed9b4429f43d02cea9837a

Aliases

arxiv: 2505.15444 · arxiv_version: 2505.15444v1 · doi: 10.48550/arxiv.2505.15444 · pith_short_12: L3BTO6SWEOL5 · pith_short_16: L3BTO6SWEOL5UGEK · pith_short_8: L3BTO6SW

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/L3BTO6SWEOL5UGEKJMNWASFWRK \
  | 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: 5ec3377a562397da188a4b1b6048b68a8d4e17a386ed9b4429f43d02cea9837a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4bc0917760ed33b02218f93e3d06da13436c9ef77a56ea39463d3f69ba2b802e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-21T12:25:12Z",
    "title_canon_sha256": "19730da12f915b1dc715916bbf40a7280b1d466d0fadfbf5fb98ec5c3f8ce276"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.15444",
    "kind": "arxiv",
    "version": 1
  }
}