Pith Number

pith:T2KMJ7HO

pith:2019:T2KMJ7HO2GWQOWEBV3WF665FPN

not attested not anchored not stored refs pending

Modeling and Optimization of Human-machine Interaction Processes via the Maximum Entropy Principle

Gustavo de Veciana, Jiaxiao Zheng

arxiv:1903.07157 v1 · 2019-03-17 · cs.LG · cs.AI · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{T2KMJ7HO2GWQOWEBV3WF665FPN}

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	2026-05-17T23:51:04.059930Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9e94c4fceed1ad075881aeec5f7ba57b624fa23c8f9524cd13860b8027872c2b

Aliases

arxiv: 1903.07157 · arxiv_version: 1903.07157v1 · doi: 10.48550/arxiv.1903.07157 · pith_short_12: T2KMJ7HO2GWQ · pith_short_16: T2KMJ7HO2GWQOWEB · pith_short_8: T2KMJ7HO

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/T2KMJ7HO2GWQOWEBV3WF665FPN \
  | 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: 9e94c4fceed1ad075881aeec5f7ba57b624fa23c8f9524cd13860b8027872c2b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "905fc2347cde9ee8e0d782c90d43557a610bbcc4d01ced48d8fe0731b9db6035",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-03-17T20:14:04Z",
    "title_canon_sha256": "76f73cac38c8c31fb2da94fc8044a22a3c8c43c4780cc849622ab79932004cdc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.07157",
    "kind": "arxiv",
    "version": 1
  }
}