Triple
T5058039
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Steve Ballmer |
E113953
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object | Phi Beta Kappa Society |
E44116
|
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: Phi Beta Kappa Society | Statement: [Steve Ballmer, memberOf, Phi Beta Kappa Society]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Phi Beta Kappa Society Context triple: [Steve Ballmer, memberOf, Phi Beta Kappa Society]
-
A.
Phi Beta Kappa Society
chosen
Phi Beta Kappa Society is the oldest and one of the most prestigious academic honor societies in the United States, recognizing outstanding achievement in the liberal arts and sciences.
-
B.
Alpha Phi Alpha
Alpha Phi Alpha is the first intercollegiate historically African American Greek-letter fraternity, founded in 1906 at Cornell University and known for its emphasis on scholarship, leadership, and civil rights activism.
-
C.
Phi Delta Theta fraternity
Phi Delta Theta fraternity is an international social fraternity founded in 1848 at Miami University, known for its emphasis on friendship, sound learning, and moral rectitude and for its notable alumni across sports, politics, and business.
-
D.
Sigma Alpha Mu
Sigma Alpha Mu is a historically Jewish, college social fraternity founded in 1909 that has chapters across numerous universities in North America.
-
E.
Pi Tau Sigma
Pi Tau Sigma is an international mechanical engineering honor society that recognizes and promotes high academic achievement, leadership, and service among mechanical engineering students.
- 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_69bd443aa1f88190abb992d138f2cf42 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd74523434819092b8b15992073b5b |
completed | March 20, 2026, 4:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bea48fa2dc8190810eebc136d4859a |
completed | March 21, 2026, 2 p.m. |
Created at: March 20, 2026, 1:38 p.m.