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.