Triple

T18266710
Position Surface form Disambiguated ID Type / Status
Subject Raymond Reiter E437501 entity
Predicate contributedTo P37 FINISHED
Object logical foundations of diagnosis in AI systems NE NERFINISHED

How this triple was built (3 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: logical foundations of diagnosis in AI systems | Statement: [Raymond Reiter, contributedTo, logical foundations of diagnosis in AI systems]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: logical foundations of diagnosis in AI systems
Context triple: [Raymond Reiter, contributedTo, logical foundations of diagnosis in AI systems]
  • A. Logical Methods in Computer Science
    Logical Methods in Computer Science is a peer-reviewed open-access journal focusing on theoretical computer science, particularly logic and its applications to computer science.
  • B. Probabilistic Reasoning in Intelligent Systems
    Probabilistic Reasoning in Intelligent Systems is a foundational book by Judea Pearl that introduced Bayesian networks and revolutionized the use of probability theory for reasoning and decision-making in artificial intelligence.
  • C. “A System for Representing and Using Real-World Knowledge”
    “A System for Representing and Using Real-World Knowledge” is a seminal AI research paper by John McCarthy that introduces a logical framework for representing commonsense knowledge about the real world.
  • D. "Computer-Aided Reasoning: An Approach"
    "Computer-Aided Reasoning: An Approach" is a foundational book on automated and interactive theorem proving that presents methods and tools for using computers to assist in formal reasoning and proof development.
  • E. Studies in the Logic of Confirmation
    "Studies in the Logic of Confirmation" is a seminal philosophical paper by Carl Gustav Hempel that analyzes how empirical evidence supports scientific hypotheses and introduces influential paradoxes about confirmation.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: logical foundations of diagnosis in AI systems
Target entity description: The logical foundations of diagnosis in AI systems is a theoretical framework that uses formal logic to model, explain, and infer the causes of system malfunctions or abnormal behaviors.
  • A. Logical Methods in Computer Science
    Logical Methods in Computer Science is a peer-reviewed open-access journal focusing on theoretical computer science, particularly logic and its applications to computer science.
  • B. Probabilistic Reasoning in Intelligent Systems
    Probabilistic Reasoning in Intelligent Systems is a foundational book by Judea Pearl that introduced Bayesian networks and revolutionized the use of probability theory for reasoning and decision-making in artificial intelligence.
  • C. “A System for Representing and Using Real-World Knowledge”
    “A System for Representing and Using Real-World Knowledge” is a seminal AI research paper by John McCarthy that introduces a logical framework for representing commonsense knowledge about the real world.
  • D. "Computer-Aided Reasoning: An Approach"
    "Computer-Aided Reasoning: An Approach" is a foundational book on automated and interactive theorem proving that presents methods and tools for using computers to assist in formal reasoning and proof development.
  • E. Studies in the Logic of Confirmation
    "Studies in the Logic of Confirmation" is a seminal philosophical paper by Carl Gustav Hempel that analyzes how empirical evidence supports scientific hypotheses and introduces influential paradoxes about confirmation.
  • F. None of above. chosen

Provenance (2 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d8b913351c8190932b6a426de04b41 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4ff7af85c81909859e7247738a535 completed April 19, 2026, 4:14 p.m.
Created at: April 10, 2026, 10:34 a.m.