Triple
T8022653
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bad and Boujee |
E186774
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
G Koop
G Koop is a hip-hop record producer and musician known for his work on major rap hits, including Migos' breakout single "Bad and Boujee."
|
E707760
|
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: G Koop | Statement: [Bad and Boujee, producer, G Koop]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: G Koop Context triple: [Bad and Boujee, producer, G Koop]
-
A.
Koops
Koops is a timid Koopa Troopa character and party member from the video game "Paper Mario: The Thousand-Year Door."
-
B.
Koen
Koen is a masculine given name of Dutch origin, commonly used in the Netherlands and Belgium.
-
C.
Koop
Koop is a surname most prominently associated with C. Everett Koop, the influential former Surgeon General of the United States.
-
D.
Koopmans
Koopmans is a Dutch surname most notably associated with Nobel Prize–winning economist Tjalling C. Koopmans.
-
E.
Tony Koop
Tony Koop is an individual notable enough to be recognized as a namesake of the surname Koop, though specific widely known public details about him are limited.
- 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: G Koop Triple: [Bad and Boujee, producer, G Koop]
Generated description
G Koop is a hip-hop record producer and musician known for his work on major rap hits, including Migos' breakout single "Bad and Boujee."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: G Koop Target entity description: G Koop is a hip-hop record producer and musician known for his work on major rap hits, including Migos' breakout single "Bad and Boujee."
-
A.
Koops
Koops is a timid Koopa Troopa character and party member from the video game "Paper Mario: The Thousand-Year Door."
-
B.
Koen
Koen is a masculine given name of Dutch origin, commonly used in the Netherlands and Belgium.
-
C.
Koop
Koop is a surname most prominently associated with C. Everett Koop, the influential former Surgeon General of the United States.
-
D.
Koopmans
Koopmans is a Dutch surname most notably associated with Nobel Prize–winning economist Tjalling C. Koopmans.
-
E.
Tony Koop
Tony Koop is an individual notable enough to be recognized as a namesake of the surname Koop, though specific widely known public details about him are limited.
- 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_69ca82ad4e2c8190a693e3c9e30fe66f |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3e8fb6788190a16413051ec26988 |
completed | March 31, 2026, 3:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc56cdce588190abba45c24dc7a5e7 |
completed | March 31, 2026, 11:20 p.m. |
| NEDg | Description generation | batch_69cc58aac4288190a2be4691fc740171 |
completed | March 31, 2026, 11:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc5cbaefb481909eb325f0d27675c0 |
completed | March 31, 2026, 11:46 p.m. |
Created at: March 30, 2026, 5:21 p.m.