Pith Number

pith:75HV63KM

pith:2024:75HV63KMAANF5ZQIAQJPLJJTWY

not attested not anchored not stored refs pending

Do LLMs dream of elephants (when told not to)? Latent concept association and associative memory in transformers

Bryon Aragam, Goutham Rajendran, Pradeep Ravikumar, Yibo Jiang

arxiv:2406.18400 v2 · 2024-06-26 · cs.CL · cs.LG · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{75HV63KMAANF5ZQIAQJPLJJTWY}

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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

2 papers in Pith

Pre-trained Large Language Models Learn Hidden Markov Models In-context

Sharp Capacity Thresholds in Linear Associative Memory: From Top-1 Retrieval to Tail-Average Learning

Receipt and verification

First computed	2026-07-05T09:41:38.541511Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ff4f5f6d4c001a5ee6080412f5a533b629681c7bfdaab3f9a3b78e1d03f3e694

Aliases

arxiv: 2406.18400 · arxiv_version: 2406.18400v2 · doi: 10.48550/arxiv.2406.18400 · pith_short_12: 75HV63KMAANF · pith_short_16: 75HV63KMAANF5ZQI · pith_short_8: 75HV63KM

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/75HV63KMAANF5ZQIAQJPLJJTWY \
  | 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: ff4f5f6d4c001a5ee6080412f5a533b629681c7bfdaab3f9a3b78e1d03f3e694

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3c9d7b5c951562d74b4ce6efd64c2558338668f4e316593b522e705cda8fc6b8",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-26T14:49:54Z",
    "title_canon_sha256": "6334004f3f6e74b57f2da347dfc7992a1ac811525cd15317d12b2fa8a92f81f7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.18400",
    "kind": "arxiv",
    "version": 2
  }
}