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.