Triple
T6477976
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 2Pacalypse Now |
E146119
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
The D-Flow Production Squad
The D-Flow Production Squad is a hip-hop production team best known for crafting tracks on Tupac Shakur’s debut album "2Pacalypse Now."
|
E596947
|
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: The D-Flow Production Squad | Statement: [2Pacalypse Now, producer, The D-Flow Production Squad]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The D-Flow Production Squad Context triple: [2Pacalypse Now, producer, The D-Flow Production Squad]
-
A.
The Squad
The Squad is an informal group of progressive Democratic members of the U.S. House of Representatives known for their left-wing policy positions and strong social media presence.
-
B.
The Riot Squad
The Riot Squad is the passionate and organized student cheering section that supports the Rutgers Scarlet Knights football team at home games.
-
C.
Prowlers
Prowlers is the short name for the Port Huron Prowlers, a professional ice hockey team based in Port Huron, Michigan.
-
D.
Loiter Squad
Loiter Squad is an American sketch comedy television series created by the Odd Future collective, featuring surreal skits, pranks, and stunts in a style often compared to Jackass.
-
E.
The Zou Crew
The Zou Crew is the passionate student fan section known for energizing home games for the University of Missouri’s men’s basketball team.
- 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: The D-Flow Production Squad Triple: [2Pacalypse Now, producer, The D-Flow Production Squad]
Generated description
The D-Flow Production Squad is a hip-hop production team best known for crafting tracks on Tupac Shakur’s debut album "2Pacalypse Now."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The D-Flow Production Squad Target entity description: The D-Flow Production Squad is a hip-hop production team best known for crafting tracks on Tupac Shakur’s debut album "2Pacalypse Now."
-
A.
The Squad
The Squad is an informal group of progressive Democratic members of the U.S. House of Representatives known for their left-wing policy positions and strong social media presence.
-
B.
The Riot Squad
The Riot Squad is the passionate and organized student cheering section that supports the Rutgers Scarlet Knights football team at home games.
-
C.
Prowlers
Prowlers is the short name for the Port Huron Prowlers, a professional ice hockey team based in Port Huron, Michigan.
-
D.
Loiter Squad
Loiter Squad is an American sketch comedy television series created by the Odd Future collective, featuring surreal skits, pranks, and stunts in a style often compared to Jackass.
-
E.
The Zou Crew
The Zou Crew is the passionate student fan section known for energizing home games for the University of Missouri’s men’s basketball team.
- 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_69c008fec7408190af7b146dc63d9750 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c06a4d35f08190a94143367b1d45c5 |
completed | March 22, 2026, 10:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c653aa82808190a1e9d420e81d7839 |
completed | March 27, 2026, 9:53 a.m. |
| NEDg | Description generation | batch_69c6542017f4819085efe545dd25060f |
completed | March 27, 2026, 9:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c656d3533c819091a4255e354eccab |
completed | March 27, 2026, 10:07 a.m. |
Created at: March 22, 2026, 4:51 p.m.