Pith Number

pith:33TSJI4E

pith:2025:33TSJI4E7YHMQ3K7ZUSCLKSSZI

not attested not anchored not stored refs pending

The Birth of Knowledge: Emergent Features across Time, Space, and Scale in Large Language Models

Micah Adler, Nir Shavit, Shashata Sawmya

arxiv:2505.19440 v1 · 2025-05-26 · 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{33TSJI4E7YHMQ3K7ZUSCLKSSZI}

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

Deep sequence models tend to memorize geometrically; it is unclear why

Receipt and verification

First computed	2026-07-05T11:09:30.306736Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dee724a384fe0ec86d5fcd2425aa52ca05a9ac0980ced0d63336ac7d6555a7b0

Aliases

arxiv: 2505.19440 · arxiv_version: 2505.19440v1 · doi: 10.48550/arxiv.2505.19440 · pith_short_12: 33TSJI4E7YHM · pith_short_16: 33TSJI4E7YHMQ3K7 · pith_short_8: 33TSJI4E

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/33TSJI4E7YHMQ3K7ZUSCLKSSZI \
  | 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: dee724a384fe0ec86d5fcd2425aa52ca05a9ac0980ced0d63336ac7d6555a7b0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3c4e78ef1325561283522ff359c419cb615b12466229be24d520ead02a726a12",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-26T02:59:54Z",
    "title_canon_sha256": "4a6aa21828d58414fffe05f65be3eebc60a24df519bf140d82567eef763b2d05"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.19440",
    "kind": "arxiv",
    "version": 1
  }
}