Triple
T16145964
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Talton Higbee Embry |
E391780
|
entity |
| Predicate | coFounded |
P104
|
FINISHED |
| Object | Embry–Riddle Flying School |
E84224
|
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: Embry–Riddle Flying School | Statement: [Talton Higbee Embry, coFounded, Embry–Riddle Flying School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Embry–Riddle Flying School Context triple: [Talton Higbee Embry, coFounded, Embry–Riddle Flying School]
-
A.
Embry–Riddle Aeronautical University
chosen
Embry–Riddle Aeronautical University is a specialized private university renowned for its aviation and aerospace programs and research.
-
B.
Curtiss-Wright Aeronautical University
Curtiss-Wright Aeronautical University was an aviation-focused educational institution known for training early pilots and aeronautical professionals in the United States.
-
C.
ULM School of Aviation
ULM School of Aviation is the aviation education and training program of the University of Louisiana at Monroe, offering professional pilot and aviation-related degree pathways.
-
D.
Cornelius R. Coffey School of Aeronautics
The Cornelius R. Coffey School of Aeronautics was a pioneering flight training institution that played a key role in advancing African American participation in aviation in the United States.
-
E.
Embry-Riddle Company
Embry-Riddle Company was the early aviation business that evolved into what is now Embry–Riddle Aeronautical University, a leading institution in aerospace and aviation education.
- 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_69d87f1c65e48190aa2b4c472e9bafc4 |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e21d9376fc8190bd9ef586b00c1d3b |
completed | April 17, 2026, 11:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fffef2f49081909841a1f9bfbd622b |
completed | May 10, 2026, 3:43 a.m. |
Created at: April 10, 2026, 5:01 a.m.