Pith Number

pith:ZPML4TV3

pith:2024:ZPML4TV3HY5X65CQVFH4DXFVB3

not attested not anchored not stored refs pending

Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs

Jiejun Tan, Ji-Rong Wen, Kun Fang, Peidong Guo, Yutao Zhu, Zhicheng Dou

arxiv:2402.12052 v3 · 2024-02-19 · 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{ZPML4TV3HY5X65CQVFH4DXFVB3}

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

Search-o1: Agentic Search-Enhanced Large Reasoning Models

Receipt and verification

First computed	2026-07-05T08:25:00.712768Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cbd8be4ebb3e3b7f7450a94fc1dcb50ef41981c6d9d1e940a1179a8c1bcd3e66

Aliases

arxiv: 2402.12052 · arxiv_version: 2402.12052v3 · doi: 10.48550/arxiv.2402.12052 · pith_short_12: ZPML4TV3HY5X · pith_short_16: ZPML4TV3HY5X65CQ · pith_short_8: ZPML4TV3

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/ZPML4TV3HY5X65CQVFH4DXFVB3 \
  | 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: cbd8be4ebb3e3b7f7450a94fc1dcb50ef41981c6d9d1e940a1179a8c1bcd3e66

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "56eae9aa2c74b478894f23e45aa5710327d60d3fe8c1781882038b744323f5db",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-19T11:11:08Z",
    "title_canon_sha256": "fcd6d927005699f0c075541ad7937675f1d11bc09f08ec8be07d2e07fdf69201"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.12052",
    "kind": "arxiv",
    "version": 3
  }
}