Pith Number

pith:CA5SX7CC

pith:2024:CA5SX7CC6I2QKKFQYHS3ZSZVIR

not attested not anchored not stored refs pending

Transformer-Based Models Are Not Yet Perfect At Learning to Emulate Structural Recursion

Curt Tigges, Dylan Zhang, Maxim Raginsky, Stella Biderman, Talia Ringer, Zory Zhang

arxiv:2401.12947 v1 · 2024-01-23 · cs.CL · cs.AI · cs.FL · cs.LO · cs.PL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CA5SX7CC6I2QKKFQYHS3ZSZVIR}

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

Emergent Stack Representations in Modeling Counter Languages Using Transformers

Receipt and verification

First computed	2026-07-05T07:36:46.142464Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

103b2bfc42f2350528b0c1e5bccb3544709eeefb7f422be49ec252ac00f397b9

Aliases

arxiv: 2401.12947 · arxiv_version: 2401.12947v1 · doi: 10.48550/arxiv.2401.12947 · pith_short_12: CA5SX7CC6I2Q · pith_short_16: CA5SX7CC6I2QKKFQ · pith_short_8: CA5SX7CC

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/CA5SX7CC6I2QKKFQYHS3ZSZVIR \
  | 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: 103b2bfc42f2350528b0c1e5bccb3544709eeefb7f422be49ec252ac00f397b9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4cbb5775481fe0ba6bcfea7a6ed28c4c15ce60fc9e80d58ac4b0628175c98d48",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.FL",
      "cs.LO",
      "cs.PL"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-01-23T18:07:38Z",
    "title_canon_sha256": "b8ddbdc6ba50b595382d45bec23e55023be27025249e4f24dabc490637db410e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.12947",
    "kind": "arxiv",
    "version": 1
  }
}