Triple
T3291615
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hawthorne studies |
E69113
|
entity |
| Predicate | authorOfReport |
P23529
|
FINISHED |
| Object | Fritz J. Roethlisberger |
E348487
|
NE FINISHED |
How this triple was built (3 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: [Hawthorne studies, authorOfReport, Fritz J. Roethlisberger]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fritz J. Roethlisberger Context triple: [Hawthorne studies, authorOfReport, 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.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: authorOfReport Context triple: [Hawthorne studies, authorOfReport, Fritz J. Roethlisberger]
-
A.
authorName
Indicates the name associated with the person or entity that authored a given work or resource.
-
B.
authorOfDescription
Indicates that an entity is the creator or writer of a particular description or explanatory text about something.
-
C.
reporter
Indicates that an entity acts in the role of a reporter, typically gathering, writing, or presenting information or news about another entity or event.
-
D.
authoringBody
Indicates the organization or group that is responsible for creating or issuing a given work, document, or resource.
-
E.
originAuthor
chosen
Indicates that an entity is the original creator or author of another entity (such as a work, document, or idea).
- F. None of above.
Provenance (4 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_69ad859d45748190b0742408c954b39f |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb05d0c908190a927d1af78e27de0 |
completed | March 8, 2026, 5:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b325033aa88190a6b54b767f83fa24 |
completed | March 12, 2026, 8:41 p.m. |
| PD | Predicate disambiguation | batch_69ada42407dc81909f60d7a14e1b7934 |
completed | March 8, 2026, 4:30 p.m. |
Created at: March 8, 2026, 3:10 p.m.