Triple
T9524939
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Management by objectives |
E229735
|
entity |
| Predicate | wasPopularizedBy |
P4586
|
FINISHED |
| Object |
Peter Drucker
Peter Drucker was an influential Austrian-American management consultant, educator, and author widely regarded as the father of modern management theory.
|
E554924
|
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: Peter Drucker | Statement: [Management by objectives, wasPopularizedBy, Peter Drucker]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Peter Drucker Context triple: [Management by objectives, wasPopularizedBy, Peter Drucker]
-
A.
Philip Drucker
Philip Drucker was an American anthropologist and archaeologist known for his pioneering fieldwork on Mesoamerican cultures, particularly the Olmec civilization.
-
B.
Charles Barnard Handy
Charles Barnard Handy was the father of influential American blues composer and musician W. C. Handy.
-
C.
Michael Porter
Michael Porter is a renowned American economist and Harvard Business School professor best known for his influential theories on competitive strategy and the competitiveness of nations and industries.
-
D.
Drucker
Drucker is a surname of German origin borne by various notable individuals across fields such as economics, medicine, and the arts.
-
E.
Richard M. Cyert
Richard M. Cyert was an American economist and organizational theorist best known for his influential work on behavioral theories of the firm and his long tenure as president of Carnegie Mellon University.
- 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: Peter Drucker Triple: [Management by objectives, wasPopularizedBy, Peter Drucker]
Generated description
Peter Drucker was an influential Austrian-American management consultant, educator, and author widely regarded as the father of modern management theory.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Peter Drucker Target entity description: Peter Drucker was an influential Austrian-American management consultant, educator, and author widely regarded as the father of modern management theory.
-
A.
Philip Drucker
Philip Drucker was an American anthropologist and archaeologist known for his pioneering fieldwork on Mesoamerican cultures, particularly the Olmec civilization.
-
B.
Charles Barnard Handy
Charles Barnard Handy was the father of influential American blues composer and musician W. C. Handy.
-
C.
Michael Porter
Michael Porter is a renowned American economist and Harvard Business School professor best known for his influential theories on competitive strategy and the competitiveness of nations and industries.
-
D.
Drucker
chosen
Drucker is a surname of German origin borne by various notable individuals across fields such as economics, medicine, and the arts.
-
E.
Richard M. Cyert
Richard M. Cyert was an American economist and organizational theorist best known for his influential work on behavioral theories of the firm and his long tenure as president of Carnegie Mellon University.
- F. None of above.
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_69ca847870a881909d8d751a7d29da39 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9899f99481908d374528716027f8 |
completed | April 1, 2026, 10:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d14c1f10748190a36d2092d593be97 |
completed | April 4, 2026, 5:36 p.m. |
| NEDg | Description generation | batch_69d14cbfcbbc8190b6601a99dc773cb3 |
completed | April 4, 2026, 5:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d14d29d32c8190a8615b3450492abc |
completed | April 4, 2026, 5:40 p.m. |
Created at: March 30, 2026, 7:59 p.m.