Pith Number

pith:SH6ECHJN

pith:2025:SH6ECHJNA2FNUC7IE6TWEF32PT

not attested not anchored not stored refs pending

Learning In-context n-grams with Transformers: Sub-n-grams Are Near-stationary Points

Aditya Varre, Gizem Y\"uce, Nicolas Flammarion

arxiv:2508.12837 v2 · 2025-08-18 · 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{SH6ECHJNA2FNUC7IE6TWEF32PT}

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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

1 paper in Pith

On the global convergence of gradient flow for wide shallow models beyond homogeneous nonlinearities

Receipt and verification

First computed	2026-07-05T11:55:43.006767Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

91fc411d2d068ada0be827a762177a7cfe365c3d8a03b1cb8c2655b179b15d53

Aliases

arxiv: 2508.12837 · arxiv_version: 2508.12837v2 · doi: 10.48550/arxiv.2508.12837 · pith_short_12: SH6ECHJNA2FN · pith_short_16: SH6ECHJNA2FNUC7I · pith_short_8: SH6ECHJN

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/SH6ECHJNA2FNUC7IE6TWEF32PT \
  | 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: 91fc411d2d068ada0be827a762177a7cfe365c3d8a03b1cb8c2655b179b15d53

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bb53462a8d9d4f1e6f327101984a1d45afdb5c9df0e2ab1b1b0d49512fe6e7a2",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-18T11:24:30Z",
    "title_canon_sha256": "ab151cf787220feb8e6f29a232dc44f43cddce0842167746ce27ef0d54a5001b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.12837",
    "kind": "arxiv",
    "version": 2
  }
}