Triple
T14693115
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Management and the Worker |
E345085
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object | Fritz J. Roethlisberger |
E348487
|
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: Fritz J. Roethlisberger | Statement: [Management and the Worker, author, Fritz J. Roethlisberger]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fritz J. Roethlisberger Context triple: [Management and the Worker, author, Fritz J. Roethlisberger]
-
A.
Fritz J. Roethlisberger
chosen
Fritz J. Roethlisberger was an American social scientist and Harvard Business School professor best known for his influential role in the Hawthorne studies and his contributions to the human relations movement in management.
-
B.
Elton Mayo
Elton Mayo was an Australian-born industrial psychologist and organizational theorist best known for his pioneering Hawthorne studies, which highlighted the importance of social relations and worker morale in productivity.
-
C.
Philip Drucker
Philip Drucker was an American anthropologist and archaeologist known for his pioneering fieldwork on Mesoamerican cultures, particularly the Olmec civilization.
-
D.
Frederick Wellington Taylor
Frederick Wellington "Cyclone" Taylor was a legendary early 20th-century Canadian ice hockey player renowned for his speed, scoring ability, and role in popularizing the sport.
-
E.
William Leonidas Mayo
William Leonidas Mayo was an American educator and college founder best known for establishing East Texas Normal College, a precursor to Texas A&M University–Commerce.
- 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_69d822e34b348190ada4d1cdb6c7c226 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb586e7108190be644db9cf9a4d99 |
completed | April 14, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe24a6b0908190943f193f5a17ec8c |
completed | May 8, 2026, 6 p.m. |
Created at: April 10, 2026, 1:28 a.m.