Pith Number

pith:DKQPLDWI

pith:2025:DKQPLDWICYA7H6YRJZHARNKIVI

not attested not anchored not stored refs pending

DeepRAG: Thinking to Retrieve Step by Step for Large Language Models

Chunlei Xin, Fandong Meng, Hongyu Lin, Jiali Zeng, Jie Zhou, Le Sun, Xianpei Han, Xinyan Guan, Yaojie Lu

arxiv:2502.01142 v2 · 2025-02-03 · cs.AI · cs.CL · cs.IR

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DKQPLDWICYA7H6YRJZHARNKIVI}

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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

12 papers in Pith

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes

DuMate-DeepResearch: An Auditable Multi-Agent System with Recursive Search and Rubric-Grounded Reasoning

Large Language Model Agent: A Survey on Methodology, Applications and Challenges

Mixture-of-Retrieval Experts for Reasoning-Guided Multimodal Knowledge Exploitation

HiPRAG: Hierarchical Process Rewards for Efficient Agentic Retrieval Augmented Generation

Receipt and verification

First computed	2026-07-05T11:17:40.475799Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1aa0f58ec81601f3fb114e4e08b548aa048ce40c33a4dcdc398cf7cccce98efe

Aliases

arxiv: 2502.01142 · arxiv_version: 2502.01142v2 · doi: 10.48550/arxiv.2502.01142 · pith_short_12: DKQPLDWICYA7 · pith_short_16: DKQPLDWICYA7H6YR · pith_short_8: DKQPLDWI

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/DKQPLDWICYA7H6YRJZHARNKIVI \
  | 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: 1aa0f58ec81601f3fb114e4e08b548aa048ce40c33a4dcdc398cf7cccce98efe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ac3a7479fc1728b4840964102ed5691f4b482cb8cb9bcf9d2219c17bf45d4125",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-02-03T08:22:45Z",
    "title_canon_sha256": "5b3021e52ce1a6ce6c379d229649c6c50327249f66c2e263f64fd508dbdd54de"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.01142",
    "kind": "arxiv",
    "version": 2
  }
}