Triple

T5937263
Position Surface form Disambiguated ID Type / Status
Subject 99 Problems E132072 entity
Predicate coProducer P7732 FINISHED
Object Darryl Harper
Darryl Harper is a music producer best known for his co-production work on Jay-Z’s hit single "99 Problems."
E564019 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: Darryl Harper | Statement: [99 Problems, coProducer, Darryl Harper]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Darryl Harper
Context triple: [99 Problems, coProducer, Darryl Harper]
  • A. Darryl Hickman
    Darryl Hickman is an American former child actor and film and television performer known for roles in classic Hollywood films and later work as a television executive and acting coach.
  • B. Darrell Rivers
    Darrell Rivers is the spirited and sometimes hot-tempered main character of Enid Blyton’s Malory Towers series, following her adventures and growth at an English boarding school.
  • C. Bryan Harper
    Bryan Harper is an American former professional baseball player and the older brother of MLB star Bryce Harper.
  • D. Curt Henderson
    Curt Henderson is a central character from the coming-of-age film "American Graffiti," portrayed as a thoughtful, somewhat restless teenager on the brink of leaving his small town for college.
  • E. Darrell Porter
    Darrell Porter was an American Major League Baseball catcher best known for his standout postseason performances in the late 1970s and early 1980s, including key roles with the Kansas City Royals and St. Louis Cardinals.
  • 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: Darryl Harper
Triple: [99 Problems, coProducer, Darryl Harper]
Generated description
Darryl Harper is a music producer best known for his co-production work on Jay-Z’s hit single "99 Problems."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Darryl Harper
Target entity description: Darryl Harper is a music producer best known for his co-production work on Jay-Z’s hit single "99 Problems."
  • A. Darryl Hickman
    Darryl Hickman is an American former child actor and film and television performer known for roles in classic Hollywood films and later work as a television executive and acting coach.
  • B. Darrell Rivers
    Darrell Rivers is the spirited and sometimes hot-tempered main character of Enid Blyton’s Malory Towers series, following her adventures and growth at an English boarding school.
  • C. Bryan Harper
    Bryan Harper is an American former professional baseball player and the older brother of MLB star Bryce Harper.
  • D. Curt Henderson
    Curt Henderson is a central character from the coming-of-age film "American Graffiti," portrayed as a thoughtful, somewhat restless teenager on the brink of leaving his small town for college.
  • E. Darrell Porter
    Darrell Porter was an American Major League Baseball catcher best known for his standout postseason performances in the late 1970s and early 1980s, including key roles with the Kansas City Royals and St. Louis Cardinals.
  • 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_69c0085c55dc8190aa90e242c956e2fa completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c038eca9688190adeed21df058daf1 completed March 22, 2026, 6:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69c1135056348190876693465e221bac completed March 23, 2026, 10:17 a.m.
NEDg Description generation batch_69c114c6025c8190b9ec519a1df49915 completed March 23, 2026, 10:24 a.m.
NED2 Entity disambiguation (via description) batch_69c115552c188190b500d96e86410180 completed March 23, 2026, 10:26 a.m.
Created at: March 22, 2026, 4:01 p.m.