Triple

T18876950
Position Surface form Disambiguated ID Type / Status
Subject Edward Feigenbaum E461710 entity
Predicate coAuthor P398 FINISHED
Object Handbook of Artificial Intelligence
The *Handbook of Artificial Intelligence* is a foundational multi-volume reference work that surveys early AI theories, methods, and applications, co-authored by leading researchers in the field.
E1346773 NE FINISHED

How this triple was built (4 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: Handbook of Artificial Intelligence | Statement: [Edward Feigenbaum, coAuthor, Handbook of Artificial Intelligence]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Handbook of Artificial Intelligence
Context triple: [Edward Feigenbaum, coAuthor, Handbook of Artificial Intelligence]
  • A. Artificial Intelligence (textbook)
    Artificial Intelligence is a widely used foundational textbook by Patrick Henry Winston that introduces core concepts, methods, and applications of AI in a clear, structured manner for students and practitioners.
  • B. "A Proposal for the Dartmouth Summer Research Project on Artificial Intelligence"
    "A Proposal for the Dartmouth Summer Research Project on Artificial Intelligence" is the seminal 1955 research proposal by John McCarthy and colleagues that launched the field of artificial intelligence by defining its goals and organizing the landmark 1956 Dartmouth conference.
  • C. Artificial Intelligence: A Modern Approach to Intelligent Systems (various editions of his AI textbook)
    Artificial Intelligence: A Modern Approach to Intelligent Systems is a widely used university-level textbook that systematically introduces the theory, methods, and applications of modern artificial intelligence.
  • D. The Age of Intelligent Machines
    The Age of Intelligent Machines is a 1990 book by futurist Ray Kurzweil that explores the history, current state, and future implications of artificial intelligence and computing.
  • E. Intelligent Systems
    Intelligent Systems is a Japanese video game development company best known for creating the Fire Emblem and Paper Mario series.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Handbook of Artificial Intelligence
Triple: [Edward Feigenbaum, coAuthor, Handbook of Artificial Intelligence]
Generated description
The *Handbook of Artificial Intelligence* is a foundational multi-volume reference work that surveys early AI theories, methods, and applications, co-authored by leading researchers in the field.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Handbook of Artificial Intelligence
Target entity description: The *Handbook of Artificial Intelligence* is a foundational multi-volume reference work that surveys early AI theories, methods, and applications, co-authored by leading researchers in the field.
  • A. Artificial Intelligence (textbook)
    Artificial Intelligence is a widely used foundational textbook by Patrick Henry Winston that introduces core concepts, methods, and applications of AI in a clear, structured manner for students and practitioners.
  • B. "A Proposal for the Dartmouth Summer Research Project on Artificial Intelligence"
    "A Proposal for the Dartmouth Summer Research Project on Artificial Intelligence" is the seminal 1955 research proposal by John McCarthy and colleagues that launched the field of artificial intelligence by defining its goals and organizing the landmark 1956 Dartmouth conference.
  • C. Artificial Intelligence: A Modern Approach to Intelligent Systems (various editions of his AI textbook)
    Artificial Intelligence: A Modern Approach to Intelligent Systems is a widely used university-level textbook that systematically introduces the theory, methods, and applications of modern artificial intelligence.
  • D. The Age of Intelligent Machines
    The Age of Intelligent Machines is a 1990 book by futurist Ray Kurzweil that explores the history, current state, and future implications of artificial intelligence and computing.
  • E. Intelligent Systems
    Intelligent Systems is a Japanese video game development company best known for creating the Fire Emblem and Paper Mario series.
  • F. None of above. chosen

Provenance (5 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_69d8dcfc3430819095ee6fc0eb4c06a5 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5c3cf0aa0819090991fc9e14910fb completed April 20, 2026, 6:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0575c1c96c81908f37578b29455e82 completed May 14, 2026, 7:12 a.m.
NEDg Description generation batch_6a0576af871481909ab3b9c90f9c1220 completed May 14, 2026, 7:15 a.m.
NED2 Entity disambiguation (via description) batch_6a05777f51b481909a7916bc40dcfd69 completed May 14, 2026, 7:19 a.m.
Created at: April 10, 2026, 11:57 a.m.