Triple

T4323350
Position Surface form Disambiguated ID Type / Status
Subject A Lesson in Leavin' E96572 entity
Predicate writer P1360 FINISHED
Object Brent Maher
Brent Maher is an American record producer and songwriter best known for his work in country music, including hit collaborations with artists like The Judds.
 E432336 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: Brent Maher | Statement: [A Lesson in Leavin', writer, Brent Maher]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brent Maher
Context triple: [A Lesson in Leavin', writer, Brent Maher]
  • A. Cris Collinsworth
    Cris Collinsworth is a former NFL wide receiver who became a prominent American football television analyst and color commentator, best known for his work on major network broadcasts of NFL games.
  • B. Lou Carducci
    Lou Carducci is a fictional character played by American actress and model Mackenzie Foy.
  • C. Mike Tirico
    Mike Tirico is an American sportscaster best known for his play-by-play work on major NFL and other marquee sports broadcasts for NBC and previously ESPN.
  • D. Chris Berman
    Chris Berman is a longtime ESPN sportscaster best known for his energetic NFL coverage and signature catchphrases.
  • E. Brad Van Pelt
    Brad Van Pelt was a standout linebacker for the New York Giants in the 1970s and early 1980s, known for his Pro Bowl-caliber play and leadership on defense.
  • 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: Brent Maher
Triple: [A Lesson in Leavin', writer, Brent Maher]
Generated description
Brent Maher is an American record producer and songwriter best known for his work in country music, including hit collaborations with artists like The Judds.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Brent Maher
Target entity description: Brent Maher is an American record producer and songwriter best known for his work in country music, including hit collaborations with artists like The Judds.
  • A. Cris Collinsworth
    Cris Collinsworth is a former NFL wide receiver who became a prominent American football television analyst and color commentator, best known for his work on major network broadcasts of NFL games.
  • B. Lou Carducci
    Lou Carducci is a fictional character played by American actress and model Mackenzie Foy.
  • C. Mike Tirico
    Mike Tirico is an American sportscaster best known for his play-by-play work on major NFL and other marquee sports broadcasts for NBC and previously ESPN.
  • D. Chris Berman
    Chris Berman is a longtime ESPN sportscaster best known for his energetic NFL coverage and signature catchphrases.
  • E. Brad Van Pelt
    Brad Van Pelt was a standout linebacker for the New York Giants in the 1970s and early 1980s, known for his Pro Bowl-caliber play and leadership on defense.
  • 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_69b345422aac81909ddbadae437d122e completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b351177eb88190b89fa49a88add5e8 completed March 12, 2026, 11:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5d09165a8819089fbb9b9ed4c82ff completed March 14, 2026, 9:18 p.m.
NEDg Description generation batch_69b5d4607a688190a3a7352579ea5ee7 completed March 14, 2026, 9:34 p.m.
NED2 Entity disambiguation (via description) batch_69b5d51068dc819099ac28361188dcc4 completed March 14, 2026, 9:37 p.m.
Created at: March 12, 2026, 11:13 p.m.