Pith Number

pith:3ZQ66ZIL

pith:2024:3ZQ66ZILB3SPBOI5KWEGX74HIV

not attested not anchored not stored refs pending

Detecting Errors through Ensembling Prompts (DEEP): An End-to-End LLM Framework for Detecting Factual Errors

Alex Chandler, Devesh Surve, Hui Su

arxiv:2406.13009 v1 · 2024-06-18 · cs.CL · 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{3ZQ66ZILB3SPBOI5KWEGX74HIV}

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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

A comprehensive taxonomy of hallucinations in Large Language Models

Receipt and verification

First computed	2026-07-05T08:34:23.789186Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

de61ef650b0ee4f0b91d55886bff87457ac942977712c1346be01e4703d9ee2f

Aliases

arxiv: 2406.13009 · arxiv_version: 2406.13009v1 · doi: 10.48550/arxiv.2406.13009 · pith_short_12: 3ZQ66ZILB3SP · pith_short_16: 3ZQ66ZILB3SPBOI5 · pith_short_8: 3ZQ66ZIL

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/3ZQ66ZILB3SPBOI5KWEGX74HIV \
  | 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: de61ef650b0ee4f0b91d55886bff87457ac942977712c1346be01e4703d9ee2f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2a1692168bc38aa0bd67096a01857e1369776746ed807dc095843740290e9ecc",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-18T18:59:37Z",
    "title_canon_sha256": "a081b3fd7974f845010da99474ba9a0e599e35b4eb8a952d36c6a608473adb09"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.13009",
    "kind": "arxiv",
    "version": 1
  }
}