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.