Pith Number

pith:JKQDUH4O

pith:2022:JKQDUH4OHGYKLZ4RRJ337S5KBG

not attested not anchored not stored refs pending

Estimating counterfactual treatment outcomes over time in complex multiagent scenarios

Atsushi Kuribayashi, Kazuya Takeda, Keisuke Fujii, Koh Takeuchi, Naoya Takeishi, Yoshinobu Kawahara

arxiv:2206.01900 v4 · 2022-06-04 · cs.AI · cs.LG · cs.MA · stat.ME · 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{JKQDUH4OHGYKLZ4RRJ337S5KBG}

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	2026-07-05T07:46:11.760365Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4aa03a1f8e39b0a5e7918a77bfcbaa099b97af3d5df9cfeffa0272850e9ec54d

Aliases

arxiv: 2206.01900 · arxiv_version: 2206.01900v4 · doi: 10.48550/arxiv.2206.01900 · pith_short_12: JKQDUH4OHGYK · pith_short_16: JKQDUH4OHGYKLZ4R · pith_short_8: JKQDUH4O

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/JKQDUH4OHGYKLZ4RRJ337S5KBG \
  | 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: 4aa03a1f8e39b0a5e7918a77bfcbaa099b97af3d5df9cfeffa0272850e9ec54d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "59fa3269faab5b37da7baf2bca33d7fda225c80f154a19ff3041b25e9046c62a",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.MA",
      "stat.ME",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2022-06-04T04:04:25Z",
    "title_canon_sha256": "c071b06dd486ca413d2dec97f492015ffa6625410892d1fabb917f2ce2f0b02f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.01900",
    "kind": "arxiv",
    "version": 4
  }
}