Pith Number

pith:QTSNU6Y4

pith:2020:QTSNU6Y4GDNR35HYEO2NBVAKVL

not attested not anchored not stored refs pending

Learning to search efficiently for causally near-optimal treatments

Fredrik D. Johansson, Omer Gottesman, Samuel H{\aa}kansson, Viktor Lindblom

arxiv:2007.00973 v2 · 2020-07-02 · cs.LG · 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{QTSNU6Y4GDNR35HYEO2NBVAKVL}

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	2026-07-05T02:15:58.445866Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

84e4da7b1c30db1df4f823b4d0d40aaadb3be0369eff4832357f9603eb6d3a8a

Aliases

arxiv: 2007.00973 · arxiv_version: 2007.00973v2 · doi: 10.48550/arxiv.2007.00973 · pith_short_12: QTSNU6Y4GDNR · pith_short_16: QTSNU6Y4GDNR35HY · pith_short_8: QTSNU6Y4

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/QTSNU6Y4GDNR35HYEO2NBVAKVL \
  | 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: 84e4da7b1c30db1df4f823b4d0d40aaadb3be0369eff4832357f9603eb6d3a8a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f0349d9d17de3ceb2623ebc9c9730d6b2e573526401748fd7dee57f826abafb8",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-07-02T09:17:48Z",
    "title_canon_sha256": "75aaf245606e1109371046571ce6cf2e5709aafad5cd4d340c0dc9ecff1bc1d0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.00973",
    "kind": "arxiv",
    "version": 2
  }
}