Pith Number

pith:XG3TODJ3

pith:2023:XG3TODJ3E6HLDTM6IXWWOTE2OR

not attested not anchored not stored refs pending

Estimating Uncertainty in Multimodal Foundation Models using Public Internet Data

Ahmed M. Alaa, Hongbo Wei, Lars van der Laan, Shiladitya Dutta

arxiv:2310.09926 v2 · 2023-10-15 · 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{XG3TODJ3E6HLDTM6IXWWOTE2OR}

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.

Cited by

1 paper in Pith

Enhancing Performance of Explainable AI Models with Constrained Concept Refinement

Receipt and verification

First computed	2026-07-05T07:16:47.553877Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b9b7370d3b278eb1cd9e45ed674c9a744a3ad06e59d0633cf3e15c900ef352c5

Aliases

arxiv: 2310.09926 · arxiv_version: 2310.09926v2 · doi: 10.48550/arxiv.2310.09926 · pith_short_12: XG3TODJ3E6HL · pith_short_16: XG3TODJ3E6HLDTM6 · pith_short_8: XG3TODJ3

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/XG3TODJ3E6HLDTM6IXWWOTE2OR \
  | 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: b9b7370d3b278eb1cd9e45ed674c9a744a3ad06e59d0633cf3e15c900ef352c5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "232a897723d135b389474be13a4aebdf9a923ad93f0ce26fad579e2009aeba1a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-10-15T19:24:52Z",
    "title_canon_sha256": "8cdd999ddf0025a3bc9991de41d68f3c65787166714258406ab8c83d0461183b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.09926",
    "kind": "arxiv",
    "version": 2
  }
}