Triple

T11523383
Position Surface form Disambiguated ID Type / Status
Subject Kenneth N. Stevens E273221 entity
Predicate doctoralAdvisor P167 FINISHED
Object Leo Beranek E20736 NE FINISHED

How this triple was built (2 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: Leo Beranek | Statement: [Kenneth N. Stevens, doctoralAdvisor, Leo Beranek]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leo Beranek
Context triple: [Kenneth N. Stevens, doctoralAdvisor, Leo Beranek]
  • A. Leo Beranek chosen
    Leo Beranek was an American acoustics expert, engineer, and entrepreneur known for his pioneering work in architectural acoustics and co-founding the influential technology company Bolt Beranek and Newman.
  • B. Hendrik Wade Bode
    Hendrik Wade Bode was an American engineer and scientist renowned for his pioneering contributions to control theory, communication systems, and feedback amplifier design.
  • C. Donald Mann
    Donald Mann was a Canadian railway contractor and entrepreneur best known as a co-founder and builder of the Canadian Northern Railway, which helped open Western Canada to settlement and development.
  • D. Paul E. Gray
    Paul E. Gray was an American electrical engineer and educator who served as president of the Massachusetts Institute of Technology (MIT) and was known for advancing engineering education and university–industry collaboration.
  • E. Robert Karplus
    Robert Karplus was an American physicist and influential science educator known for his pioneering work in physics education research and curriculum development.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d6aae3fbec8190a14632a5df2538b6 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d87fd26648819083de19bcddf8ad69 completed April 10, 2026, 4:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69e62562efb88190bbf3c7bbec8233aa completed April 20, 2026, 1:08 p.m.
Created at: April 8, 2026, 9:37 p.m.