Triple

T2645089
Position Surface form Disambiguated ID Type / Status
Subject scientific management E62964 entity
Predicate developedBy P73 FINISHED
Object Frederick Winslow Taylor
Frederick Winslow Taylor was an American mechanical engineer and management consultant widely regarded as the father of scientific management and industrial efficiency.
E285461 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: Frederick Winslow Taylor | Statement: [scientific management, developedBy, Frederick Winslow Taylor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frederick Winslow Taylor
Context triple: [scientific management, developedBy, Frederick Winslow Taylor]
  • A. William Heard Kilpatrick
    William Heard Kilpatrick was an influential American educator and philosopher, a leading figure in the progressive education movement and a prominent disciple of John Dewey.
  • B. Philip Drucker
    Philip Drucker was an American anthropologist and archaeologist known for his pioneering fieldwork on Mesoamerican cultures, particularly the Olmec civilization.
  • C. Philip M. Morse
    Philip M. Morse was an American physicist and pioneer of operations research, known for his influential work in quantum mechanics, acoustics, and the development of scientific management techniques during and after World War II.
  • D. Albert Kahn
    Albert Kahn was a prominent early 20th-century American industrial architect, renowned for revolutionizing factory design and shaping much of Detroit’s architectural landscape.
  • E. Elihu Thomson
    Elihu Thomson was a pioneering electrical engineer and inventor whose work in power systems and lighting helped shape the early electrical industry and led to the formation of General Electric.
  • 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: Frederick Winslow Taylor
Triple: [scientific management, developedBy, Frederick Winslow Taylor]
Generated description
Frederick Winslow Taylor was an American mechanical engineer and management consultant widely regarded as the father of scientific management and industrial efficiency.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frederick Winslow Taylor
Target entity description: Frederick Winslow Taylor was an American mechanical engineer and management consultant widely regarded as the father of scientific management and industrial efficiency.
  • A. William Heard Kilpatrick
    William Heard Kilpatrick was an influential American educator and philosopher, a leading figure in the progressive education movement and a prominent disciple of John Dewey.
  • B. Philip Drucker
    Philip Drucker was an American anthropologist and archaeologist known for his pioneering fieldwork on Mesoamerican cultures, particularly the Olmec civilization.
  • C. Philip M. Morse
    Philip M. Morse was an American physicist and pioneer of operations research, known for his influential work in quantum mechanics, acoustics, and the development of scientific management techniques during and after World War II.
  • D. Albert Kahn
    Albert Kahn was a prominent early 20th-century American industrial architect, renowned for revolutionizing factory design and shaping much of Detroit’s architectural landscape.
  • E. Elihu Thomson
    Elihu Thomson was a pioneering electrical engineer and inventor whose work in power systems and lighting helped shape the early electrical industry and led to the formation of General Electric.
  • 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_69ab4c3f2dcc819082df80f5e032f690 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abd917192081908e7a2cf780a17b83 completed March 7, 2026, 7:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69af98c50d108190b716dd51c34d3759 completed March 10, 2026, 4:06 a.m.
NEDg Description generation batch_69af9952a95881908d01aa13f5feef43 completed March 10, 2026, 4:08 a.m.
NED2 Entity disambiguation (via description) batch_69af99e68f10819094d758d3a4bc2e9c completed March 10, 2026, 4:11 a.m.
Created at: March 6, 2026, 9:53 p.m.