Triple
T4569163
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Desperado |
E122986
|
entity |
| Predicate | designer |
P184
|
FINISHED |
| Object |
Ron Toomer
Ron Toomer was a pioneering American roller coaster designer known for creating numerous influential steel coasters and shaping modern amusement ride engineering.
|
E458233
|
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: Ron Toomer | Statement: [Desperado, designer, Ron Toomer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ron Toomer Context triple: [Desperado, designer, Ron Toomer]
-
A.
Ray Blanton
Ray Blanton was an American Democratic politician who served as governor of Tennessee in the late 1970s and became notorious for a clemency scandal involving the controversial pardoning of prisoners.
-
B.
Charles Neblett
Charles Neblett is an American civil rights activist and singer best known as a founding member of the SNCC Freedom Singers, who used music to support and advance the 1960s Civil Rights Movement.
-
C.
Vernard Eller
Vernard Eller was an American theologian, author, and Church of the Brethren minister known for his influential writings on radical discipleship, simplicity, and the church’s relationship to power.
-
D.
Robert Vaught
Robert Vaught was an American logician and mathematician known for his influential work in model theory and mathematical logic.
-
E.
Tom Burwell
Tom Burwell is a central character in Jean Toomer’s modernist work "Cane," representing the struggles and inner life of African Americans in the rural South.
- 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: Ron Toomer Triple: [Desperado, designer, Ron Toomer]
Generated description
Ron Toomer was a pioneering American roller coaster designer known for creating numerous influential steel coasters and shaping modern amusement ride engineering.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ron Toomer Target entity description: Ron Toomer was a pioneering American roller coaster designer known for creating numerous influential steel coasters and shaping modern amusement ride engineering.
-
A.
Ray Blanton
Ray Blanton was an American Democratic politician who served as governor of Tennessee in the late 1970s and became notorious for a clemency scandal involving the controversial pardoning of prisoners.
-
B.
Charles Neblett
Charles Neblett is an American civil rights activist and singer best known as a founding member of the SNCC Freedom Singers, who used music to support and advance the 1960s Civil Rights Movement.
-
C.
Vernard Eller
Vernard Eller was an American theologian, author, and Church of the Brethren minister known for his influential writings on radical discipleship, simplicity, and the church’s relationship to power.
-
D.
Robert Vaught
Robert Vaught was an American logician and mathematician known for his influential work in model theory and mathematical logic.
-
E.
Tom Burwell
Tom Burwell is a central character in Jean Toomer’s modernist work "Cane," representing the struggles and inner life of African Americans in the rural South.
- F. None of above. chosen
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_69bd46466c7081909d07f36be2d08804 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd58a0dfbc81909b5023f0c29addaf |
completed | March 20, 2026, 2:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdfa1eb59081909d0f6ac93c1d6639 |
completed | March 21, 2026, 1:53 a.m. |
| NEDg | Description generation | batch_69bdfb36a18481908bb566db970b101a |
completed | March 21, 2026, 1:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdfbc9bea48190a8a0bf13c6fa7191 |
completed | March 21, 2026, 2 a.m. |
Created at: March 20, 2026, 1:10 p.m.