Pith Number

pith:44F5JNQV

pith:2023:44F5JNQV6FQGY7HBXLZSWAYGGC

not attested not anchored not stored refs pending

Knowledge Guided Representation Learning and Causal Structure Learning in Soil Science

Andy Neal, Emre Kiciman, John Crawford, Licheng Liu, Ranveer Chandra, Rishabh Tushir, Robert Ness, Somya Sharma, Swati Sharma

arxiv:2306.09302 v1 · 2023-06-15 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{44F5JNQV6FQGY7HBXLZSWAYGGC}

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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

Positive-Unlabeled Learning for Control Group Construction in Observational Causal Inference

Receipt and verification

First computed	2026-07-05T06:21:10.798883Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e70bd4b615f1606c7ce1baf32b030630ae24cb6ea46f80a945ee7d3896f95351

Aliases

arxiv: 2306.09302 · arxiv_version: 2306.09302v1 · doi: 10.48550/arxiv.2306.09302 · pith_short_12: 44F5JNQV6FQG · pith_short_16: 44F5JNQV6FQGY7HB · pith_short_8: 44F5JNQV

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/44F5JNQV6FQGY7HBXLZSWAYGGC \
  | 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: e70bd4b615f1606c7ce1baf32b030630ae24cb6ea46f80a945ee7d3896f95351

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bc00b92da35a115d16dfdecd6ffdabe27cd8e7002af7a94d822b64561a6f73df",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-15T17:31:13Z",
    "title_canon_sha256": "09d9086857b6d6528e310a705557f3f621395ce301c62c1f0863c8fd11a1c260"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.09302",
    "kind": "arxiv",
    "version": 1
  }
}