Triple

T2365871
Position Surface form Disambiguated ID Type / Status
Subject Muskegon Summer Celebration E47376 entity
Predicate notablePerformer P17435 FINISHED
Object Toby Keith
Toby Keith was an American country music singer, songwriter, and record producer known for hits like "Courtesy of the Red, White and Blue" and "Should've Been a Cowboy."
 E259821 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: Toby Keith | Statement: [Muskegon Summer Celebration, notablePerformer, Toby Keith]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Toby Keith
Context triple: [Muskegon Summer Celebration, notablePerformer, Toby Keith]
  • A. Kenny Chesney
    Kenny Chesney is an American country music singer and songwriter known for his numerous chart-topping hits and energetic live performances.
  • B. Clint Black
    Clint Black is an American country music singer-songwriter, record producer, and actor who rose to fame in the late 1980s with a string of hit albums and singles.
  • C. Dwight Yoakam
    Dwight Yoakam is an American country music singer-songwriter and actor known for his honky-tonk revival sound and distinctive fashion style.
  • D. Mark Womack
    Mark Womack is a British actor known for his work in television dramas such as "Liverpool 1" and "Murphy's Law."
  • E. Brad Paisley
    Brad Paisley is an American country music singer, songwriter, and guitarist known for his clever lyrics, virtuoso guitar playing, and numerous chart-topping hits.
  • 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: Toby Keith
Triple: [Muskegon Summer Celebration, notablePerformer, Toby Keith]
Generated description
Toby Keith was an American country music singer, songwriter, and record producer known for hits like "Courtesy of the Red, White and Blue" and "Should've Been a Cowboy."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Toby Keith
Target entity description: Toby Keith was an American country music singer, songwriter, and record producer known for hits like "Courtesy of the Red, White and Blue" and "Should've Been a Cowboy."
  • A. Kenny Chesney
    Kenny Chesney is an American country music singer and songwriter known for his numerous chart-topping hits and energetic live performances.
  • B. Clint Black
    Clint Black is an American country music singer-songwriter, record producer, and actor who rose to fame in the late 1980s with a string of hit albums and singles.
  • C. Dwight Yoakam
    Dwight Yoakam is an American country music singer-songwriter and actor known for his honky-tonk revival sound and distinctive fashion style.
  • D. Mark Womack
    Mark Womack is a British actor known for his work in television dramas such as "Liverpool 1" and "Murphy's Law."
  • E. Brad Paisley
    Brad Paisley is an American country music singer, songwriter, and guitarist known for his clever lyrics, virtuoso guitar playing, and numerous chart-topping hits.
  • 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_69a88a1a4a6081908645b0f2914521ab completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abc749f8e0819094144b9dd9db8790 completed March 7, 2026, 6:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69aea896e0388190aabff2d70787dc43 completed March 9, 2026, 11:01 a.m.
NEDg Description generation batch_69aea91ce164819091aa24b287f9fb8e completed March 9, 2026, 11:03 a.m.
NED2 Entity disambiguation (via description) batch_69aea999b864819084134c670e7c5d9c completed March 9, 2026, 11:06 a.m.
Created at: March 4, 2026, 7:55 p.m.