Pith Number

pith:IMUHCEJ4

pith:2025:IMUHCEJ4INNIJ7Q2KNAB3SIU45

not attested not anchored not stored refs pending

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey

Ivan Vegner, Leonidas A.A. Doumas, Martha Lewis, Sydelle de Souza, Valentin Forch

arxiv:2506.04461 v1 · 2025-06-04 · cs.LG · cs.AI · 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{IMUHCEJ4INNIJ7Q2KNAB3SIU45}

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

How Do Language Models Compose Functions?

Receipt and verification

First computed	2026-07-05T11:16:14.797758Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

432871113c435a84fe1a53401dc914e741c21c06202ece710ec3c516e11997ad

Aliases

arxiv: 2506.04461 · arxiv_version: 2506.04461v1 · doi: 10.48550/arxiv.2506.04461 · pith_short_12: IMUHCEJ4INNI · pith_short_16: IMUHCEJ4INNIJ7Q2 · pith_short_8: IMUHCEJ4

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/IMUHCEJ4INNIJ7Q2KNAB3SIU45 \
  | 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: 432871113c435a84fe1a53401dc914e741c21c06202ece710ec3c516e11997ad

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "90bba7f92ecbd122a0e772c9bf6a38e11fd581fefb63a52e3cb6e4449496f0aa",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-04T21:22:38Z",
    "title_canon_sha256": "32436f3330aa3c489bb51b44be845237baa48ac5056e37e2e7b3e13d74bd5f5f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.04461",
    "kind": "arxiv",
    "version": 1
  }
}