Pith Number

pith:4MBE7QST

pith:2024:4MBE7QSTEN5X4AJOHH67WPRPMZ

not attested not anchored not stored refs pending

Teaching Smaller Language Models To Generalise To Unseen Compositional Questions (Full Thesis)

Tim Hartill

arxiv:2411.16985 v1 · 2024-11-25 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4MBE7QSTEN5X4AJOHH67WPRPMZ}

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.

Receipt and verification

First computed	2026-07-05T09:40:25.519076Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e3024fc253237b7e012e39fdfb3e2f66797cfd0e9e1eac0337290f4924953d41

Aliases

arxiv: 2411.16985 · arxiv_version: 2411.16985v1 · doi: 10.48550/arxiv.2411.16985 · pith_short_12: 4MBE7QSTEN5X · pith_short_16: 4MBE7QSTEN5X4AJO · pith_short_8: 4MBE7QST

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/4MBE7QSTEN5X4AJOHH67WPRPMZ \
  | 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: e3024fc253237b7e012e39fdfb3e2f66797cfd0e9e1eac0337290f4924953d41

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e8d4386a4388d66b98a5ae4ec7d5cfd0f4a7f8465a2cc5455d01ee2f27b989ba",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-25T23:25:34Z",
    "title_canon_sha256": "211ead6ac2adcc57c89febefad0e84a3194f858ec88faa758e747e8e5ac696cd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.16985",
    "kind": "arxiv",
    "version": 1
  }
}