Pith Number

pith:DQN3ROOF

pith:2023:DQN3ROOFER36IM5YJMIVV5LPK7

not attested not anchored not stored refs pending

Emergence and Function of Abstract Representations in Self-Supervised Transformers

Joshua Ching, Quentin RV. Ferry, Takashi Kawai

arxiv:2312.05361 v1 · 2023-12-08 · 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{DQN3ROOFER36IM5YJMIVV5LPK7}

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	2026-07-05T07:22:03.442498Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1c1bb8b9c52477e433b84b115af56f57c420abbb62ab851964e11c6668ed9a74

Aliases

arxiv: 2312.05361 · arxiv_version: 2312.05361v1 · doi: 10.48550/arxiv.2312.05361 · pith_short_12: DQN3ROOFER36 · pith_short_16: DQN3ROOFER36IM5Y · pith_short_8: DQN3ROOF

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/DQN3ROOFER36IM5YJMIVV5LPK7 \
  | 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: 1c1bb8b9c52477e433b84b115af56f57c420abbb62ab851964e11c6668ed9a74

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cae42f65a9f0f3659317153b1b789aa24a1d7d9ee18e23da5373e649ea239788",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-12-08T20:47:15Z",
    "title_canon_sha256": "ae7de2e51b5d6f75e0668956ccb93d3101d6cc9451ae20f8953cd6e52f86b2be"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.05361",
    "kind": "arxiv",
    "version": 1
  }
}