Triple
T15134047
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Towkio |
E361505
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
.Wav Theory
.Wav Theory is a critically acclaimed 2015 mixtape by Chicago rapper Towkio that blends hip-hop with eclectic, genre-bending production.
|
E1137928
|
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: .Wav Theory | Statement: [Towkio, notableWork, .Wav Theory]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: .Wav Theory Context triple: [Towkio, notableWork, .Wav Theory]
-
A.
Sounwave
Sounwave is an American record producer best known for his extensive work with Kendrick Lamar and contributions to critically acclaimed hip-hop albums.
-
B.
Waves
The Waves is the nickname for the athletic teams that represent Pepperdine University in intercollegiate sports.
-
C.
Waves
Waves is a 2019 American drama film written and directed by Trey Edward Shults that follows a suburban African-American family coping with love, loss, and forgiveness.
-
D.
Waves
"Waves" is a smooth, atmospheric R&B song by Miguel that showcases his sensual vocals and genre-blending production.
-
E.
Waves
"Waves" is a melodic, gospel-influenced hip-hop song by Kanye West featuring Chris Brown and Kid Cudi, known for its soaring chorus and spiritual themes.
- 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: .Wav Theory Triple: [Towkio, notableWork, .Wav Theory]
Generated description
.Wav Theory is a critically acclaimed 2015 mixtape by Chicago rapper Towkio that blends hip-hop with eclectic, genre-bending production.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: .Wav Theory Target entity description: .Wav Theory is a critically acclaimed 2015 mixtape by Chicago rapper Towkio that blends hip-hop with eclectic, genre-bending production.
-
A.
Sounwave
Sounwave is an American record producer best known for his extensive work with Kendrick Lamar and contributions to critically acclaimed hip-hop albums.
-
B.
Waves
The Waves is the nickname for the athletic teams that represent Pepperdine University in intercollegiate sports.
-
C.
Waves
Waves is a 2019 American drama film written and directed by Trey Edward Shults that follows a suburban African-American family coping with love, loss, and forgiveness.
-
D.
Waves
"Waves" is a smooth, atmospheric R&B song by Miguel that showcases his sensual vocals and genre-blending production.
-
E.
Waves
"Waves" is a melodic, gospel-influenced hip-hop song by Kanye West featuring Chris Brown and Kid Cudi, known for its soaring chorus and spiritual themes.
- 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_69d85a06450081909c5a14ea9851a15e |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e005b29a4c819087f8818e3f5788f5 |
completed | April 15, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69feb7fd3c448190b4b06fdc1ab2c6a7 |
completed | May 9, 2026, 4:28 a.m. |
| NEDg | Description generation | batch_69feb8bb774481908272929358817440 |
completed | May 9, 2026, 4:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69feb9384b4c81909fe80dec3abc1659 |
completed | May 9, 2026, 4:34 a.m. |
Created at: April 10, 2026, 3:06 a.m.