Triple
T16145963
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Talton Higbee Embry |
E391780
|
entity |
| Predicate | coFounded |
P104
|
FINISHED |
| Object | Embry–Riddle Company |
E391781
|
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 Company | Statement: [Talton Higbee Embry, coFounded, Embry–Riddle Company]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Embry–Riddle Company Context triple: [Talton Higbee Embry, coFounded, Embry–Riddle Company]
-
A.
Embry-Riddle Company
chosen
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.
-
B.
Embry–Riddle Aeronautical University
Embry–Riddle Aeronautical University is a specialized private university renowned for its aviation and aerospace programs and research.
-
C.
Sunflower Aviation
Sunflower Aviation is a regional airline based in Fiji that operates domestic and charter flights, including services from Nausori International Airport.
-
D.
Intrepid Aviation Group
Intrepid Aviation Group is an aircraft leasing and financing company known for acquiring and managing commercial jet fleets for airlines worldwide.
-
E.
Huffman Aviation
Huffman Aviation was a Florida-based flight school known for training several of the September 11 hijackers, including Marwan al-Shehhi.
- 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_69fff7a59c0481908eb346efaf10a0f6 |
completed | May 10, 2026, 3:12 a.m. |
Created at: April 10, 2026, 5:01 a.m.