Triple
T22575278
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Company Flow |
E544377
|
entity |
| Predicate | member |
P10
|
FINISHED |
| Object |
Bigg Jus
Bigg Jus is an American underground hip hop MC and producer best known for his innovative, politically charged work as part of the influential group Company Flow and his subsequent solo projects.
|
E1543146
|
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: Bigg Jus | Statement: [Company Flow, member, Bigg Jus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bigg Jus Context triple: [Company Flow, member, Bigg Jus]
-
A.
Fashawn
Fashawn is an American hip-hop artist and rapper known for his introspective lyrics and collaborations with prominent figures in the underground and mainstream rap scenes.
-
B.
Benny the Butcher
Benny the Butcher is an American rapper from Buffalo, New York, known for his gritty street narratives, sharp lyricism, and work with the Griselda collective.
-
C.
Juicy J
Juicy J is an American rapper, producer, and founding member of the hip hop group Three 6 Mafia, known for his influential role in Southern rap and numerous high-profile collaborations.
-
D.
Bigg D
Bigg D is a hip-hop and R&B music producer known for his work on Ludacris’s album "Chicken-n-Beer" and collaborations with various prominent artists.
-
E.
Hopsin
Hopsin is an American rapper, producer, and actor known for his technical lyricism, socially conscious themes, and distinctive white contact lenses.
- 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: Bigg Jus Triple: [Company Flow, member, Bigg Jus]
Generated description
Bigg Jus is an American underground hip hop MC and producer best known for his innovative, politically charged work as part of the influential group Company Flow and his subsequent solo projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bigg Jus Target entity description: Bigg Jus is an American underground hip hop MC and producer best known for his innovative, politically charged work as part of the influential group Company Flow and his subsequent solo projects.
-
A.
Fashawn
Fashawn is an American hip-hop artist and rapper known for his introspective lyrics and collaborations with prominent figures in the underground and mainstream rap scenes.
-
B.
Benny the Butcher
Benny the Butcher is an American rapper from Buffalo, New York, known for his gritty street narratives, sharp lyricism, and work with the Griselda collective.
-
C.
Juicy J
Juicy J is an American rapper, producer, and founding member of the hip hop group Three 6 Mafia, known for his influential role in Southern rap and numerous high-profile collaborations.
-
D.
Bigg D
Bigg D is a hip-hop and R&B music producer known for his work on Ludacris’s album "Chicken-n-Beer" and collaborations with various prominent artists.
-
E.
Hopsin
Hopsin is an American rapper, producer, and actor known for his technical lyricism, socially conscious themes, and distinctive white contact lenses.
- 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_69e11e30d05481909df915354c89f0d6 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f15fec296481908a6101b02e5bedaa |
completed | April 29, 2026, 1:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b2d7ad7888190b2815c074475d932 |
completed | May 18, 2026, 3:17 p.m. |
| NEDg | Description generation | batch_6a0b3648cb208190b749e343c3d5c88d |
completed | May 18, 2026, 3:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b37002120819097bf1f6e56b6afe5 |
completed | May 18, 2026, 3:57 p.m. |
Created at: April 16, 2026, 8:53 p.m.