Pith Number

pith:NZHXQPKV

pith:2022:NZHXQPKV4EQVZLOQO3YSYHEBTC

not attested not anchored not stored refs pending

Probabilistic model-error assessment of deep learning proxies: an application to real-time inversion of borehole electromagnetic measurements

Ahmed H Elsheikh, Muzammil Hussain Rammay, Sergey Alyaev

arxiv:2205.12684 v1 · 2022-05-25 · physics.geo-ph · stat.AP · stat.CO · stat.ML

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\usepackage{pith}
\pithnumber{NZHXQPKV4EQVZLOQO3YSYHEBTC}

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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

DTO: a Differentiable Training Objective for Effective Counterfactual Story Rewriting

Receipt and verification

First computed	2026-07-05T04:26:28.769608Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6e4f783d55e1215cadd076f12c1c81988a337468c009338efb48914ac99ae365

Aliases

arxiv: 2205.12684 · arxiv_version: 2205.12684v1 · doi: 10.48550/arxiv.2205.12684 · pith_short_12: NZHXQPKV4EQV · pith_short_16: NZHXQPKV4EQVZLOQ · pith_short_8: NZHXQPKV

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/NZHXQPKV4EQVZLOQO3YSYHEBTC \
  | 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: 6e4f783d55e1215cadd076f12c1c81988a337468c009338efb48914ac99ae365

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "90a0263bc5876c83595b24d8a28f91caa2a48ccc712b62d6187e64313a12f041",
    "cross_cats_sorted": [
      "stat.AP",
      "stat.CO",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.geo-ph",
    "submitted_at": "2022-05-25T11:44:48Z",
    "title_canon_sha256": "f46756770f0fb4ddc23ea12430d54054da9653ee4b88cb254ecb1143dfe9b23a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.12684",
    "kind": "arxiv",
    "version": 1
  }
}