Pith Number

pith:55OUYTH4

pith:2023:55OUYTH4BFOSVH34XO3WFDRIIR

not attested not anchored not stored refs pending

Small Language Models Fine-tuned to Coordinate Larger Language Models improve Complex Reasoning

Gurusha Juneja, Soumen Chakrabarti, Subhabrata Dutta, Sunny Manchanda, Tanmoy Chakraborty

arxiv:2310.18338 v2 · 2023-10-21 · 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{55OUYTH4BFOSVH34XO3WFDRIIR}

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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

When Less is Enough: Efficient Inference via Collaborative Reasoning

Receipt and verification

First computed	2026-07-05T07:49:34.331512Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ef5d4c4cfc095d2a9f7cbbb7628e284465dfa531d58e643e54c027cfa8d22337

Aliases

arxiv: 2310.18338 · arxiv_version: 2310.18338v2 · doi: 10.48550/arxiv.2310.18338 · pith_short_12: 55OUYTH4BFOS · pith_short_16: 55OUYTH4BFOSVH34 · pith_short_8: 55OUYTH4

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/55OUYTH4BFOSVH34XO3WFDRIIR \
  | 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: ef5d4c4cfc095d2a9f7cbbb7628e284465dfa531d58e643e54c027cfa8d22337

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d7a2ea4fcccc4717e7da9dcca45309bcd89cd2ffd8393e0e6137ad218fdeaf47",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-21T15:23:20Z",
    "title_canon_sha256": "33282c018fd8e389908e6387676c516ab8b2ead78c95f446e54782d314ad4575"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.18338",
    "kind": "arxiv",
    "version": 2
  }
}