Pith Number

pith:4MRUOTQR

pith:2026:4MRUOTQR5ZLEXZ2TV5MDFHEKPR

not attested not anchored not stored refs pending

Temporal Task Diversity: Inductive Biases Under Non-Stationarity in Synthetic Sequence Modelling

Afiq Abdillah Effiezal Aswadi, Matthew Farrugia-Roberts, Oliver Britton, Ross Baker

arxiv:2605.18281 v1 · 2026-05-18 · 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{4MRUOTQR5ZLEXZ2TV5MDFHEKPR}

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	2026-05-20T00:05:53.252502Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e323474e11ee564be753af58329c8a7c5236f588d90e598c6dca79e96350f795

Aliases

arxiv: 2605.18281 · arxiv_version: 2605.18281v1 · doi: 10.48550/arxiv.2605.18281 · pith_short_12: 4MRUOTQR5ZLE · pith_short_16: 4MRUOTQR5ZLEXZ2T · pith_short_8: 4MRUOTQR

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/4MRUOTQR5ZLEXZ2TV5MDFHEKPR \
  | 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: e323474e11ee564be753af58329c8a7c5236f588d90e598c6dca79e96350f795

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0f40ea18b185f457a0708e88b56e2cca7c106842a14c5843a13130ebee168099",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-18T12:12:16Z",
    "title_canon_sha256": "06b3fa89b19e722482d34a4f4c00dc677f9881a5965908019ba4a104f0dd569d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.18281",
    "kind": "arxiv",
    "version": 1
  }
}