Pith Number

pith:SHYJ7ID5

pith:2024:SHYJ7ID5W6LTLXHQBH5NNE5YVZ

not attested not anchored not stored refs pending

TREET: TRansfer Entropy Estimation via Transformers

Dor Tsur, Haim Permuter, Omer Luxembourg

arxiv:2402.06919 v4 · 2024-02-10 · cs.IT · cs.LG · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SHYJ7ID5W6LTLXHQBH5NNE5YVZ}

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.

Cited by

1 paper in Pith

Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs

Receipt and verification

First computed	2026-07-05T11:39:39.648090Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

91f09fa07db79735dcf009fad693b8ae610d50e16c8c24130aa7778cb0fe21d1

Aliases

arxiv: 2402.06919 · arxiv_version: 2402.06919v4 · doi: 10.48550/arxiv.2402.06919 · pith_short_12: SHYJ7ID5W6LT · pith_short_16: SHYJ7ID5W6LTLXHQ · pith_short_8: SHYJ7ID5

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/SHYJ7ID5W6LTLXHQBH5NNE5YVZ \
  | 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: 91f09fa07db79735dcf009fad693b8ae610d50e16c8c24130aa7778cb0fe21d1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ff481e94b66330b1830f27e4fecd66cff79d3bfc3e1237fd2a396d52eeb2139a",
    "cross_cats_sorted": [
      "cs.LG",
      "math.IT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2024-02-10T09:53:21Z",
    "title_canon_sha256": "6b9653f1450e31cdf2ad874048fd63a7ce3721d059f064cc66dd2753d9e515bf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.06919",
    "kind": "arxiv",
    "version": 4
  }
}