Pith Number

pith:L2VGD6PU

pith:2025:L2VGD6PUGXP22JF3GZCFL3DP4V

not attested not anchored not stored refs pending

LLM-Independent Adaptive RAG: Let the Question Speak for Itself

Alexander Panchenko, Daria Galimzianova, Maria Marina, Mikhail Salnikov, Nikita Krayko, Nikolay Ivanov, Sergey Pletenev, Vasily Konovalov, Viktor Moskvoretskii

arxiv:2505.04253 v1 · 2025-05-07 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{L2VGD6PUGXP22JF3GZCFL3DP4V}

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.

Cited by

1 paper in Pith

Rethinking LLM Parametric Knowledge as Post-retrieval Confidence for Dynamic Retrieval and Reranking

Receipt and verification

First computed	2026-07-05T10:59:38.868875Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5eaa61f9f435dfad24bb364455ec6fe5524457062cabcd017408f6994d25ef6c

Aliases

arxiv: 2505.04253 · arxiv_version: 2505.04253v1 · doi: 10.48550/arxiv.2505.04253 · pith_short_12: L2VGD6PUGXP2 · pith_short_16: L2VGD6PUGXP22JF3 · pith_short_8: L2VGD6PU

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/L2VGD6PUGXP22JF3GZCFL3DP4V \
  | 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: 5eaa61f9f435dfad24bb364455ec6fe5524457062cabcd017408f6994d25ef6c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c6896404443d974fadf52f73e7a5ab99da0e1705a3eb74ea4e60fdf7ff31ca02",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-07T08:58:52Z",
    "title_canon_sha256": "4011a32c86580a9b3fc2998b4ca7b124785dfa739b8ab500889225a1c84f14a8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.04253",
    "kind": "arxiv",
    "version": 1
  }
}