Triple

T5319474
Position Surface form Disambiguated ID Type / Status
Subject Second Hand Heart E121635 entity
Predicate producer P490 FINISHED
Object Ronnie Brookshire
Ronnie Brookshire is a music producer best known for his work on the album "Second Hand Heart."
E511550 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: Ronnie Brookshire | Statement: [Second Hand Heart, producer, Ronnie Brookshire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ronnie Brookshire
Context triple: [Second Hand Heart, producer, Ronnie Brookshire]
  • A. Ronnie Knox
    Ronnie Knox was an American football quarterback active in the 1950s, known for his college career at UCLA and California and a brief stint in the NFL and CFL.
  • B. Sonny Burch
    Sonny Burch is a black-market tech dealer and secondary antagonist in the Marvel Cinematic Universe, notably appearing in the film "Ant-Man and the Wasp."
  • C. Ronnie Hillman
    Ronnie Hillman was an American running back best known for his NFL career with the Denver Broncos, including contributing to their Super Bowl 50 championship.
  • D. Ronnie Fields
    Ronnie Fields is a former American high school basketball phenom from Chicago known for his explosive athleticism and standout prep career in the 1990s.
  • E. Ronnie Turner
    Ronnie Turner was an American musician and actor best known as the son of legendary performers Tina Turner and Ike Turner.
  • 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: Ronnie Brookshire
Triple: [Second Hand Heart, producer, Ronnie Brookshire]
Generated description
Ronnie Brookshire is a music producer best known for his work on the album "Second Hand Heart."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ronnie Brookshire
Target entity description: Ronnie Brookshire is a music producer best known for his work on the album "Second Hand Heart."
  • A. Ronnie Knox
    Ronnie Knox was an American football quarterback active in the 1950s, known for his college career at UCLA and California and a brief stint in the NFL and CFL.
  • B. Sonny Burch
    Sonny Burch is a black-market tech dealer and secondary antagonist in the Marvel Cinematic Universe, notably appearing in the film "Ant-Man and the Wasp."
  • C. Ronnie Hillman
    Ronnie Hillman was an American running back best known for his NFL career with the Denver Broncos, including contributing to their Super Bowl 50 championship.
  • D. Ronnie Fields
    Ronnie Fields is a former American high school basketball phenom from Chicago known for his explosive athleticism and standout prep career in the 1990s.
  • E. Ronnie Turner
    Ronnie Turner was an American musician and actor best known as the son of legendary performers Tina Turner and Ike Turner.
  • 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_69bd463d956c819088105c3db802c017 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd855407048190bcdb97c7098cc2aa completed March 20, 2026, 5:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf18a117d48190a7fb45be0b002f4e completed March 21, 2026, 10:16 p.m.
NEDg Description generation batch_69bf197733b48190910bdd60fbd94fff completed March 21, 2026, 10:19 p.m.
NED2 Entity disambiguation (via description) batch_69bf19e1b064819091851e975f83e781 completed March 21, 2026, 10:21 p.m.
Created at: March 20, 2026, 1:59 p.m.