Triple

T6589845
Position Surface form Disambiguated ID Type / Status
Subject John Bowers E159321 entity
Predicate memberOf P10 FINISHED
Object National Academy of Inventors
The National Academy of Inventors is a U.S.-based organization that recognizes and promotes academic inventors whose innovations have made a significant impact on quality of life, economic development, and societal welfare.
 E603418 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: National Academy of Inventors | Statement: [John Bowers, memberOf, National Academy of Inventors]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National Academy of Inventors
Context triple: [John Bowers, memberOf, National Academy of Inventors]
  • A. National Inventors Hall of Fame
    The National Inventors Hall of Fame is an American institution that honors and preserves the legacy of outstanding inventors whose innovations have significantly advanced technology and society.
  • B. National Academy of Engineering
    The National Academy of Engineering is a prestigious U.S. organization that brings together leading engineers to provide expert advice on engineering and technology issues of national importance.
  • C. Indian National Academy of Engineering
    The Indian National Academy of Engineering is a premier national institution that brings together distinguished engineers and technologists in India to promote excellence in engineering education, research, and practice.
  • D. Lemelson Foundation
    The Lemelson Foundation is a philanthropic organization that supports invention and innovation to improve lives, particularly through funding programs in education, entrepreneurship, and sustainable development.
  • E. Lemelson-MIT Prize
    The Lemelson-MIT Prize is a prestigious American award that honors outstanding inventors whose innovations have significantly improved society.
  • 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: National Academy of Inventors
Triple: [John Bowers, memberOf, National Academy of Inventors]
Generated description
The National Academy of Inventors is a U.S.-based organization that recognizes and promotes academic inventors whose innovations have made a significant impact on quality of life, economic development, and societal welfare.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: National Academy of Inventors
Target entity description: The National Academy of Inventors is a U.S.-based organization that recognizes and promotes academic inventors whose innovations have made a significant impact on quality of life, economic development, and societal welfare.
  • A. National Inventors Hall of Fame
    The National Inventors Hall of Fame is an American institution that honors and preserves the legacy of outstanding inventors whose innovations have significantly advanced technology and society.
  • B. National Academy of Engineering
    The National Academy of Engineering is a prestigious U.S. organization that brings together leading engineers to provide expert advice on engineering and technology issues of national importance.
  • C. Indian National Academy of Engineering
    The Indian National Academy of Engineering is a premier national institution that brings together distinguished engineers and technologists in India to promote excellence in engineering education, research, and practice.
  • D. Lemelson Foundation
    The Lemelson Foundation is a philanthropic organization that supports invention and innovation to improve lives, particularly through funding programs in education, entrepreneurship, and sustainable development.
  • E. Lemelson-MIT Prize
    The Lemelson-MIT Prize is a prestigious American award that honors outstanding inventors whose innovations have significantly improved society.
  • 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_69c688366ce8819083f8883983c0df92 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6aeb201e88190808cf5779349f96c completed March 27, 2026, 4:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d57bde388190919ff6820e1b9610 completed March 27, 2026, 7:07 p.m.
NEDg Description generation batch_69c6d6adc8c88190aa4ed066a2c99657 completed March 27, 2026, 7:12 p.m.
NED2 Entity disambiguation (via description) batch_69c6d8486534819080b75cad9cc32276 completed March 27, 2026, 7:19 p.m.
Created at: March 27, 2026, 1:55 p.m.