Pith Number

pith:UGNHEU2M

pith:2025:UGNHEU2MYLOU2GEQREDVQHRBLG

not attested not anchored not stored refs pending

Aligning Learning and Endogenous Decision-Making

Brian Quanz, Georgia Perakis, Pavithra Harsha, Rares Cristian

arxiv:2507.00851 v1 · 2025-07-01 · 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{UGNHEU2MYLOU2GEQREDVQHRBLG}

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	2026-07-05T11:30:16.121662Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a19a72534cc2dd4d18908907581e2159a5ea071cb37b3a0337f27c724e950512

Aliases

arxiv: 2507.00851 · arxiv_version: 2507.00851v1 · doi: 10.48550/arxiv.2507.00851 · pith_short_12: UGNHEU2MYLOU · pith_short_16: UGNHEU2MYLOU2GEQ · pith_short_8: UGNHEU2M

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/UGNHEU2MYLOU2GEQREDVQHRBLG \
  | 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: a19a72534cc2dd4d18908907581e2159a5ea071cb37b3a0337f27c724e950512

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "803c2a8abb4ccf6f8106cd7a1cf3543ede7616055ac8b03028c750603f903234",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-01T15:22:56Z",
    "title_canon_sha256": "5f304801fe2c05720d8915319d397b7be5bf53efeeea1559e814d5f3fffc1196"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.00851",
    "kind": "arxiv",
    "version": 1
  }
}