Pith Number

pith:VYNCAL57

pith:2024:VYNCAL57XKGCF34C3GKUBMYDNX

not attested not anchored not stored refs pending

Incremental Sentence Processing Mechanisms in Autoregressive Transformer Language Models

Aaron Mueller, Michael Hanna

arxiv:2412.05353 v1 · 2024-12-06 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VYNCAL57XKGCF34C3GKUBMYDNX}

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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

Syntactic Belief Update as the Driver of Garden Path Processing Difficulty

Why are language models less surprised than humans? Testing the Parse Multiplicity Mismatch Hypothesis

Receipt and verification

First computed	2026-07-05T09:46:01.862624Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ae1a202fbfba8c22ef82d99540b3036dfda78e7c2982e92a05bfca4bb5f62df9

Aliases

arxiv: 2412.05353 · arxiv_version: 2412.05353v1 · doi: 10.48550/arxiv.2412.05353 · pith_short_12: VYNCAL57XKGC · pith_short_16: VYNCAL57XKGCF34C · pith_short_8: VYNCAL57

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/VYNCAL57XKGCF34C3GKUBMYDNX \
  | 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: ae1a202fbfba8c22ef82d99540b3036dfda78e7c2982e92a05bfca4bb5f62df9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fa1735e68077334c72a7652f21b8c6bfbd7dcd1370acdeb0e88728acd0ec2fbf",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-06T18:54:54Z",
    "title_canon_sha256": "cd34b6790d6869ab035f6b451e4e23eac8fe3fd177ed7e5d95c1008fa0b0c93a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.05353",
    "kind": "arxiv",
    "version": 1
  }
}