Pith Number

pith:CMIYQO6D

pith:2024:CMIYQO6DIZRXSASDDHXWYRTGEP

not attested not anchored not stored refs pending

Ranking Entities along Conceptual Space Dimensions with LLMs: An Analysis of Fine-Tuning Strategies

Nitesh Kumar, Steven Schockaert, Usashi Chatterjee

arxiv:2402.15337 v2 · 2024-02-23 · 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{CMIYQO6DIZRXSASDDHXWYRTGEP}

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.

Receipt and verification

First computed	2026-07-05T08:27:46.634495Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1311883bc3466379024319ef6c466623d5b5ecc4197d9b71212edfe3d9cda50b

Aliases

arxiv: 2402.15337 · arxiv_version: 2402.15337v2 · doi: 10.48550/arxiv.2402.15337 · pith_short_12: CMIYQO6DIZRX · pith_short_16: CMIYQO6DIZRXSASD · pith_short_8: CMIYQO6D

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/CMIYQO6DIZRXSASDDHXWYRTGEP \
  | 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: 1311883bc3466379024319ef6c466623d5b5ecc4197d9b71212edfe3d9cda50b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9eff99e58b31fd9361151f7986ef2bd34be9291c9e9972a5607a0bf87d4bceee",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-23T14:17:01Z",
    "title_canon_sha256": "d2e246351734d8116723f61dc18432807bbfb5d94c55029ecd199569280ebe1f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.15337",
    "kind": "arxiv",
    "version": 2
  }
}