Triple

T22128111
Position Surface form Disambiguated ID Type / Status
Subject Mama's Broken Heart E546841 entity
Predicate writer P1360 FINISHED
Object Brandy Clark — NE NERFINISHED

How this triple was built (3 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: Brandy Clark | Statement: [Mama's Broken Heart, writer, Brandy Clark]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brandy Clark
Context triple: [Mama's Broken Heart, writer, Brandy Clark]
  • A. Leah Pruett
    Leah Pruett is an American professional drag racer best known for competing in the NHRA Top Fuel category.
  • B. Hollie Baylor
    Hollie Baylor is a character from the film "Elizabethtown," known for her role in the story's exploration of family, grief, and personal redemption.
  • C. Natalie Hemby
    Natalie Hemby is an American singer-songwriter best known for her acclaimed country and Americana songwriting for artists like Miranda Lambert and for her work as a member of the supergroup The Highwomen.
  • D. Brandy Klark
    Brandy Klark is the sexually inexperienced, academically driven teenager who embarks on a humorous quest to gain experience before college in the coming-of-age comedy film "The To Do List."
  • E. Kelsea Ballerini
    Kelsea Ballerini is an American country-pop singer and songwriter known for hits like "Peter Pan" and "Miss Me More" and for blending contemporary pop with Nashville country influences.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Brandy Clark
Target entity description: Brandy Clark is an American country singer-songwriter acclaimed for her sharp, narrative-driven songs and contributions to modern Nashville music.
  • A. Leah Pruett
    Leah Pruett is an American professional drag racer best known for competing in the NHRA Top Fuel category.
  • B. Hollie Baylor
    Hollie Baylor is a character from the film "Elizabethtown," known for her role in the story's exploration of family, grief, and personal redemption.
  • C. Natalie Hemby
    Natalie Hemby is an American singer-songwriter best known for her acclaimed country and Americana songwriting for artists like Miranda Lambert and for her work as a member of the supergroup The Highwomen.
  • D. Brandy Klark
    Brandy Klark is the sexually inexperienced, academically driven teenager who embarks on a humorous quest to gain experience before college in the coming-of-age comedy film "The To Do List."
  • E. Kelsea Ballerini
    Kelsea Ballerini is an American country-pop singer and songwriter known for hits like "Peter Pan" and "Miss Me More" and for blending contemporary pop with Nashville country influences.
  • F. None of above. chosen

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_69e11e39bf348190b541bfa16a7b71e0 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f12982eaa08190933d3036c020f562 completed April 28, 2026, 9:41 p.m.
Created at: April 16, 2026, 8:32 p.m.