Pith Number

pith:AZY6BDMF

pith:2026:AZY6BDMF6S6MATMPYCAP4BXEVW

not attested not anchored not stored refs pending

Early Prediction of Future Behavioral Strategy from Process Traces

Chien-Ju Ho, Dennis Barbour, Robert Kasumba

arxiv:2605.30550 v1 · 2026-05-28 · 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{AZY6BDMF6S6MATMPYCAP4BXEVW}

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	2026-06-01T01:03:00.614930Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0671e08d85f4bcc04d8fc080fe06e4adb3e1a40fd7a42bbadabad351a5bc12d9

Aliases

arxiv: 2605.30550 · arxiv_version: 2605.30550v1 · doi: 10.48550/arxiv.2605.30550 · pith_short_12: AZY6BDMF6S6M · pith_short_16: AZY6BDMF6S6MATMP · pith_short_8: AZY6BDMF

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/AZY6BDMF6S6MATMPYCAP4BXEVW \
  | 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: 0671e08d85f4bcc04d8fc080fe06e4adb3e1a40fd7a42bbadabad351a5bc12d9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d82a1138bcaf613c21664e2370b9b0e6bd120dcd6bffedbe66f0ad9ef765a5ff",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-28T20:33:53Z",
    "title_canon_sha256": "48920e756749f8a8c6acaedaa5a8bcc9af6fedb1203b4e646ea4be3a812e2e25"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.30550",
    "kind": "arxiv",
    "version": 1
  }
}