Pith Number

pith:2EJWNKVK

pith:2023:2EJWNKVKDN4CHHLHLYNTUA7GVH

not attested not anchored not stored refs pending

Understanding Finetuning for Factual Knowledge Extraction from Language Models

Deepak Ramachandran, Mehran Kazemi, Sid Mittal

arxiv:2301.11293 v1 · 2023-01-26 · 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{2EJWNKVKDN4CHHLHLYNTUA7GVH}

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

Unveiling the Mechanisms of Multi-Hop Reasoning in Transformers via Identity Bridge

Receipt and verification

First computed	2026-07-05T05:36:12.462427Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d11366aaaa1b78239d675e1b3a03e6a9c793d10c2abcf456d42c4fd3eb7d6f22

Aliases

arxiv: 2301.11293 · arxiv_version: 2301.11293v1 · doi: 10.48550/arxiv.2301.11293 · pith_short_12: 2EJWNKVKDN4C · pith_short_16: 2EJWNKVKDN4CHHLH · pith_short_8: 2EJWNKVK

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/2EJWNKVKDN4CHHLHLYNTUA7GVH \
  | 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: d11366aaaa1b78239d675e1b3a03e6a9c793d10c2abcf456d42c4fd3eb7d6f22

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "50c94ed2c255bcfc6e88c55be4c2db8a954102b548bbd372c1527d119c1f4ae3",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-01-26T18:29:50Z",
    "title_canon_sha256": "c491cf29388fe3adbcdea8132ce21129d028e2883b04ee919169c358748f0c1a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.11293",
    "kind": "arxiv",
    "version": 1
  }
}