Pith Number

pith:IRBSG2UT

pith:2022:IRBSG2UTFXZCQGI6LDY7YG66M2

not attested not anchored not stored refs pending

Causal Modeling of Soil Processes for Improved Generalization

Andy Neal, Eduardo Rodrigues, Emre Kiciman, John Crawford, Ranveer Chandra, Sara Malvar, Somya Sharma, Swati Sharma

arxiv:2211.05675 v1 · 2022-11-10 · cs.LG · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IRBSG2UTFXZCQGI6LDY7YG66M2}

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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.

Receipt and verification

First computed	2026-07-05T05:15:06.746794Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4443236a932df228191e58f1fc1bde668780bafe719a80b709cc8c6d8ec7d63a

Aliases

arxiv: 2211.05675 · arxiv_version: 2211.05675v1 · doi: 10.48550/arxiv.2211.05675 · pith_short_12: IRBSG2UTFXZC · pith_short_16: IRBSG2UTFXZCQGI6 · pith_short_8: IRBSG2UT

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/IRBSG2UTFXZCQGI6LDY7YG66M2 \
  | 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: 4443236a932df228191e58f1fc1bde668780bafe719a80b709cc8c6d8ec7d63a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "993a9928e57fc0d4f10e51f328c4f04911a043ce70b9f8add6fb08f4e95ea54e",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-10T16:26:13Z",
    "title_canon_sha256": "5e101d0b3c515a21b9497ec64a9f99098e37f319406f7e89301dc2ce860567df"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.05675",
    "kind": "arxiv",
    "version": 1
  }
}