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.