Pith Number

pith:FSVIK2MR

pith:2023:FSVIK2MRFPU4SIJIIIDFS2WZKB

not attested not anchored not stored refs pending

Human Uncertainty in Concept-Based AI Systems

Adrian Weller, Ilia Sucholutsky, Katherine M. Collins, Krishnamurthy Dvijotham, Mateja Jamnik, Mateo Espinosa Zarlenga, Matthew Barker, Naveen Raman, Umang Bhatt

arxiv:2303.12872 v1 · 2023-03-22 · cs.HC · cs.AI · 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{FSVIK2MRFPU4SIJIIIDFS2WZKB}

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.

Receipt and verification

First computed	2026-07-05T05:53:54.738924Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2caa8569912be9c921284206596ad9506a1b5bed8b0c029ffab6b07b289f8c04

Aliases

arxiv: 2303.12872 · arxiv_version: 2303.12872v1 · doi: 10.48550/arxiv.2303.12872 · pith_short_12: FSVIK2MRFPU4 · pith_short_16: FSVIK2MRFPU4SIJI · pith_short_8: FSVIK2MR

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/FSVIK2MRFPU4SIJIIIDFS2WZKB \
  | 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: 2caa8569912be9c921284206596ad9506a1b5bed8b0c029ffab6b07b289f8c04

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2c86a283863c4220dc855e4e3f4a02605aa8b50ad40628869743f31f41b2dfb8",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2023-03-22T19:17:57Z",
    "title_canon_sha256": "8445dfeb150148565cba5145b17e8395a455df959098efa9ee69dba2883a05f0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.12872",
    "kind": "arxiv",
    "version": 1
  }
}