Pith Number

pith:YFK4RKHN

pith:2026:YFK4RKHN5MYNKQXVTIDP2TK7UC

not attested not anchored not stored refs pending

Human-Centered Learning Mechanics: A Dynamical Framework for Entropy-Regulated Representation Learning

Kim Phuc Tran

arxiv:2605.22940 v1 · 2026-05-21 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YFK4RKHN5MYNKQXVTIDP2TK7UC}

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	2026-05-25T02:01:31.447166Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c155c8a8edeb30d542f59a06fd4d5fa0b86bf632de154eec78f861ff8834351d

Aliases

arxiv: 2605.22940 · arxiv_version: 2605.22940v1 · doi: 10.48550/arxiv.2605.22940 · pith_short_12: YFK4RKHN5MYN · pith_short_16: YFK4RKHN5MYNKQXV · pith_short_8: YFK4RKHN

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/YFK4RKHN5MYNKQXVTIDP2TK7UC \
  | 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: c155c8a8edeb30d542f59a06fd4d5fa0b86bf632de154eec78f861ff8834351d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0804faea5b2d26e14b26594ea32785a70dd1737f808abcff5e1f5ea6ed67306b",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-21T18:16:39Z",
    "title_canon_sha256": "ce38d74af42164dbbe00cf0185e73ecf8a4db2b88e3efb49ec25896bdd1758d1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.22940",
    "kind": "arxiv",
    "version": 1
  }
}