Pith Number

pith:VRFUUGWU

pith:2024:VRFUUGWUFVP2HDBLGDE477E5AX

not attested not anchored not stored refs pending

Hallucination Detection in Foundation Models for Decision-Making: A Flexible Definition and Review of the State of the Art

Katherine Driggs-Campbell, Melkior Ornik, Neeloy Chakraborty

arxiv:2403.16527 v2 · 2024-03-25 · cs.AI · cs.CL · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VRFUUGWUFVP2HDBLGDE477E5AX}

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

2 papers in Pith

Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning

Semantic Communication with an LLM-enabled Knowledge Base

Receipt and verification

First computed	2026-07-05T10:12:47.431552Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ac4b4a1ad42d5fa38c2b30c9cffc9d05dca8c93e484cfff02e54a3f3d8363756

Aliases

arxiv: 2403.16527 · arxiv_version: 2403.16527v2 · doi: 10.48550/arxiv.2403.16527 · pith_short_12: VRFUUGWUFVP2 · pith_short_16: VRFUUGWUFVP2HDBL · pith_short_8: VRFUUGWU

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/VRFUUGWUFVP2HDBLGDE477E5AX \
  | 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: ac4b4a1ad42d5fa38c2b30c9cffc9d05dca8c93e484cfff02e54a3f3d8363756

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2688dd06b37301243cbce13e35efeddacf3bb42986b3bf357e436d3e3ac0bfd5",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-03-25T08:11:02Z",
    "title_canon_sha256": "880fd85ba06ad83db7f6d660ab0f7588ce48005f03113f8ac372b2a477c93dd0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.16527",
    "kind": "arxiv",
    "version": 2
  }
}