Pith Number

pith:OWGOQSH7

pith:2025:OWGOQSH77R6F6P3T7HN4QDSFMI

not attested not anchored not stored refs pending

Eliciting Fine-Tuned Transformer Capabilities via Inference-Time Techniques

Asankhaya Sharma

arxiv:2506.08060 v1 · 2025-06-09 · cs.LG · 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{OWGOQSH77R6F6P3T7HN4QDSFMI}

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

On Distinguishing Capability Elicitation from Capability Creation in Post-Training: A Free-Energy Perspective

Receipt and verification

First computed	2026-07-05T11:18:44.262854Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

758ce848fffc7c5f3f73f9dbc80e45623252cac0cadb2fb5d7c404bf3dd43464

Aliases

arxiv: 2506.08060 · arxiv_version: 2506.08060v1 · doi: 10.48550/arxiv.2506.08060 · pith_short_12: OWGOQSH77R6F · pith_short_16: OWGOQSH77R6F6P3T · pith_short_8: OWGOQSH7

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/OWGOQSH77R6F6P3T7HN4QDSFMI \
  | 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: 758ce848fffc7c5f3f73f9dbc80e45623252cac0cadb2fb5d7c404bf3dd43464

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7d4f285a312952ddbc7eb1177b9b39f6d9a66b2cff3756786cc34f3b4b542b58",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-09T08:37:19Z",
    "title_canon_sha256": "cc2375adbb28dac6b99b71d4cdd041a0f8a630ba0b938f29caebfddfccdb3434"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.08060",
    "kind": "arxiv",
    "version": 1
  }
}