Pith Number

pith:PFJMW7US

pith:2025:PFJMW7US64USOFDI7BNQSFBPK7

not attested not anchored not stored refs pending

Equivalence of Context and Parameter Updates in Modern Transformer Blocks

Adrian Goldwaser, Benoit Dherin, Javier Gonzalvo, Michael Munn

arxiv:2511.17864 v3 · 2025-11-22 · 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{PFJMW7US64USOFDI7BNQSFBPK7}

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

SemRF: A Semantic Reference Frame for Residual-Stream Dynamics in Language Models

Receipt and verification

First computed	2026-07-07T03:18:50.640167Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7952cb7e92f729271468f85b09142f57c24f4a309d4a8c2df4c786d7e834a4ad

Aliases

arxiv: 2511.17864 · arxiv_version: 2511.17864v3 · doi: 10.48550/arxiv.2511.17864 · pith_short_12: PFJMW7US64US · pith_short_16: PFJMW7US64USOFDI · pith_short_8: PFJMW7US

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/PFJMW7US64USOFDI7BNQSFBPK7 \
  | 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: 7952cb7e92f729271468f85b09142f57c24f4a309d4a8c2df4c786d7e834a4ad

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2ceabf34ab0f9858a5bb1cd278c9b04bf2d19283fc6399fcad51d23ee1ac6cfb",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-11-22T01:17:15Z",
    "title_canon_sha256": "e7575b2a57d3216a1df3f91188bf73f7229a6480a0f65cd905161812b01a73a2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2511.17864",
    "kind": "arxiv",
    "version": 3
  }
}