Pith Number

pith:Z4ZJ4WLW

pith:2025:Z4ZJ4WLWF4RLAANJ3IL5SKG4H5

not attested not anchored not stored refs pending

CoLT: The conditional localization test for assessing the accuracy of neural posterior estimates

James G. Scott, Tianyu Chen, Vansh Bansal

arxiv:2507.17030 v1 · 2025-07-22 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Z4ZJ4WLWF4RLAANJ3IL5SKG4H5}

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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

Neural Posterior Estimation for Inferring Weak Lensing Shear

Receipt and verification

First computed	2026-07-05T11:42:00.429304Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cf329e59762f22b001a9da17d928dc3f6a08679e7d4855f9af7b014187a2e7d7

Aliases

arxiv: 2507.17030 · arxiv_version: 2507.17030v1 · doi: 10.48550/arxiv.2507.17030 · pith_short_12: Z4ZJ4WLWF4RL · pith_short_16: Z4ZJ4WLWF4RLAANJ · pith_short_8: Z4ZJ4WLW

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/Z4ZJ4WLWF4RLAANJ3IL5SKG4H5 \
  | 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: cf329e59762f22b001a9da17d928dc3f6a08679e7d4855f9af7b014187a2e7d7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f806e35c4091829697b7e1d2be93f81dcee0aa97a621c2eb14a0dc1d895cd09a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-07-22T21:38:59Z",
    "title_canon_sha256": "4ad22cc6d9eae6c3d1c1e035feb58ae0b0911307e28524b7a7d69d46d0f923d3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.17030",
    "kind": "arxiv",
    "version": 1
  }
}