Triple
T197136
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Love in the Future |
E3841
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Q-Tip
Q-Tip is an American rapper, producer, and founding member of A Tribe Called Quest, renowned for his influential role in shaping alternative hip hop and jazz rap.
|
E28254
|
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: Q-Tip | Statement: [Love in the Future, producer, Q-Tip]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Q-Tip Context triple: [Love in the Future, producer, Q-Tip]
-
A.
Talib Kweli
Talib Kweli is an American rapper and activist known for his socially conscious lyrics and influential role in underground and alternative hip hop.
-
B.
King Oliver
King Oliver was an influential early jazz cornetist and bandleader whose Creole Jazz Band helped launch Louis Armstrong’s career and shape the New Orleans jazz style.
-
C.
André 3000
André 3000 is an American rapper, singer, songwriter, producer, and actor best known as one half of the influential hip hop duo Outkast.
-
D.
Snoop Dogg
Snoop Dogg is an American rapper, songwriter, and media personality known for his laid-back flow, West Coast G-funk sound, and decades-long influence on hip-hop culture.
-
E.
DMX
DMX was an American rapper and actor known for his gritty delivery, intense persona, and influential late-1990s and early-2000s hip-hop hits such as "Ruff Ryders' Anthem" and "Party Up (Up in Here)."
- 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: Q-Tip Triple: [Love in the Future, producer, Q-Tip]
Generated description
Q-Tip is an American rapper, producer, and founding member of A Tribe Called Quest, renowned for his influential role in shaping alternative hip hop and jazz rap.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Q-Tip Target entity description: Q-Tip is an American rapper, producer, and founding member of A Tribe Called Quest, renowned for his influential role in shaping alternative hip hop and jazz rap.
-
A.
Talib Kweli
Talib Kweli is an American rapper and activist known for his socially conscious lyrics and influential role in underground and alternative hip hop.
-
B.
King Oliver
King Oliver was an influential early jazz cornetist and bandleader whose Creole Jazz Band helped launch Louis Armstrong’s career and shape the New Orleans jazz style.
-
C.
André 3000
André 3000 is an American rapper, singer, songwriter, producer, and actor best known as one half of the influential hip hop duo Outkast.
-
D.
Snoop Dogg
Snoop Dogg is an American rapper, songwriter, and media personality known for his laid-back flow, West Coast G-funk sound, and decades-long influence on hip-hop culture.
-
E.
DMX
DMX was an American rapper and actor known for his gritty delivery, intense persona, and influential late-1990s and early-2000s hip-hop hits such as "Ruff Ryders' Anthem" and "Party Up (Up in Here)."
- 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_69a2548debd48190ae3a06d6e65b53c6 |
completed | Feb. 28, 2026, 2:35 a.m. |
| NER | Named-entity recognition | batch_69a2598594388190a56f36fa036eac84 |
completed | Feb. 28, 2026, 2:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a34d935eb48190a6f327ae77917d2c |
completed | Feb. 28, 2026, 8:18 p.m. |
| NEDg | Description generation | batch_69a34e06b8488190b361506c261baab6 |
completed | Feb. 28, 2026, 8:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a34e63883c81908aa5d8d907c37720 |
completed | Feb. 28, 2026, 8:21 p.m. |
Created at: Feb. 28, 2026, 2:41 a.m.