Triple
T18738673
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ron Toomer |
E458233
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object | Arrow Development |
—
|
NE NERFINISHED |
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: Arrow Development | Statement: [Ron Toomer, employer, Arrow Development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arrow Development Context triple: [Ron Toomer, employer, Arrow Development]
-
A.
Arrow Development
chosen
Arrow Development was an American ride engineering and manufacturing company renowned for pioneering modern roller coasters and theme park attractions for clients like Disneyland.
-
B.
Chris Sawyer Productions
Chris Sawyer Productions is a video game development studio best known for creating the acclaimed RollerCoaster Tycoon series.
-
C.
Obsidian Entertainment
Obsidian Entertainment is an American video game developer best known for its critically acclaimed role-playing games such as Fallout: New Vegas, Pillars of Eternity, and The Outer Worlds.
-
D.
Moon Studios
Moon Studios is an independent video game development studio best known for creating the critically acclaimed Ori series of atmospheric platform-adventure games.
-
E.
Scorpio Studios
Scorpio Studios was a London-based recording studio known for hosting sessions by prominent rock bands in the 1970s.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8d394dc308190b6725073f5db324c |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5768ca990819098102f8522ce401f |
completed | April 20, 2026, 12:42 a.m. |
Created at: April 10, 2026, 11:51 a.m.