Pith Number

pith:LBODLJNG

pith:2026:LBODLJNGPUNSNRTHUYFMXH76YP

not attested not anchored not stored refs pending

The Geometry of Sequential Learning: Lie-Bracket Prediction of Transfer Order

John Sweeney

arxiv:2606.24993 v1 · 2026-06-23 · 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{LBODLJNGPUNSNRTHUYFMXH76YP}

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	2026-06-25T00:17:47.737409Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

585c35a5a67d1b26c667a60acb9ffec3e93546271411f9b8a36ff8d828af1531

Aliases

arxiv: 2606.24993 · arxiv_version: 2606.24993v1 · doi: 10.48550/arxiv.2606.24993 · pith_short_12: LBODLJNGPUNS · pith_short_16: LBODLJNGPUNSNRTH · pith_short_8: LBODLJNG

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/LBODLJNGPUNSNRTHUYFMXH76YP \
  | 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: 585c35a5a67d1b26c667a60acb9ffec3e93546271411f9b8a36ff8d828af1531

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1d7f6aab486ce89612b6ecce3d8fe1a84879b1e14cabfd1211b84ee7cd0217ba",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-23T15:39:38Z",
    "title_canon_sha256": "171b8eeb4be17ffa1f743ed24216c829054e9658dde9f71cb62e572b4e4e017e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.24993",
    "kind": "arxiv",
    "version": 1
  }
}