Pith Number

pith:G6G37HBX

pith:2024:G6G37HBXJFFQIPG7A5D5D5XSSO

not attested not anchored not stored refs pending

A Comparative Study of Learning Paradigms in Large Language Models via Intrinsic Dimension

Saahith Janapati, Yangfeng Ji

arxiv:2412.06245 v2 · 2024-12-09 · 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{G6G37HBXJFFQIPG7A5D5D5XSSO}

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	2026-07-05T11:05:37.158981Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

378dbf9c37494b043cdf0747d1f6f29381ca291fe1cf50095be9081fde6e9559

Aliases

arxiv: 2412.06245 · arxiv_version: 2412.06245v2 · doi: 10.48550/arxiv.2412.06245 · pith_short_12: G6G37HBXJFFQ · pith_short_16: G6G37HBXJFFQIPG7 · pith_short_8: G6G37HBX

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/G6G37HBXJFFQIPG7A5D5D5XSSO \
  | 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: 378dbf9c37494b043cdf0747d1f6f29381ca291fe1cf50095be9081fde6e9559

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "57bc03101cc51cbe62bf75b665d0badfe809197f9412b297858f7ade89af82cc",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-09T06:37:35Z",
    "title_canon_sha256": "d3b0752be883568ce7b16aa792729f01f82696fc52c76aee501e2a5cda8c38aa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.06245",
    "kind": "arxiv",
    "version": 2
  }
}