Pith Number

pith:TSI5KKW4

pith:2022:TSI5KKW4HMJG57X57D3ZVDUUJY

not attested not anchored not stored refs pending

Measuring Reliability of Large Language Models through Semantic Consistency

Domenic Rosati, Harsh Raj, Subhabrata Majumdar

arxiv:2211.05853 v2 · 2022-11-10 · cs.CL · cs.AI · cs.CY

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\usepackage{pith}
\pithnumber{TSI5KKW4HMJG57X57D3ZVDUUJY}

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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

6 papers in Pith

Self-Reported Confidence of Large Language Models in Gastroenterology: Analysis of Commercial, Open-Source, and Quantized Models

Common-agency Games for Multi-Objective Test-Time Alignment

EquiMem: Calibrating Shared Memory in Multi-Agent Debate via Game-Theoretic Equilibrium

Consistency as a Testable Property: Statistical Methods to Evaluate AI Agent Reliability

Paraphrase-Induced Output-Mode Collapse: When LLMs Break Character Under Semantically Equivalent Inputs

Receipt and verification

First computed	2026-07-05T06:00:14.384079Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9c91d52adc3b126efefdf8f79a8e944e1c39b50d2e349aa63cfda4841346dd28

Aliases

arxiv: 2211.05853 · arxiv_version: 2211.05853v2 · doi: 10.48550/arxiv.2211.05853 · pith_short_12: TSI5KKW4HMJG · pith_short_16: TSI5KKW4HMJG57X5 · pith_short_8: TSI5KKW4

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/TSI5KKW4HMJG57X57D3ZVDUUJY \
  | 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: 9c91d52adc3b126efefdf8f79a8e944e1c39b50d2e349aa63cfda4841346dd28

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b62fa113f162954579a365bd01029b7b4fe9268fdc189ef3cee31506acf7adca",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-11-10T20:21:07Z",
    "title_canon_sha256": "a852631445553c0d2b350d96b5ea5efa624e3bf863f7ac5ad5bcac449b60fe5c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.05853",
    "kind": "arxiv",
    "version": 2
  }
}