Triple
T15134035
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Towkio |
E361505
|
entity |
| Predicate | birthName |
P65
|
FINISHED |
| Object |
Preston Oshita
Preston Oshita, better known by his stage name Towkio, is a Chicago-based rapper and hip-hop artist associated with the SaveMoney collective.
|
E1137926
|
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: Preston Oshita | Statement: [Towkio, birthName, Preston Oshita]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Preston Oshita Context triple: [Towkio, birthName, Preston Oshita]
-
A.
Jordan Nagai
Jordan Nagai is an American former child voice actor best known for voicing the character Russell in Pixar's animated film "Up."
-
B.
Devon Aoki
Devon Aoki is an American model and actress best known for her roles in action films like "2 Fast 2 Furious" and "Sin City."
-
C.
Kai Harada
Kai Harada is a Tony Award–winning theatrical sound designer known for his acclaimed work on Broadway productions including the musical "The Band’s Visit."
-
D.
Chris Ohiri
Chris Ohiri was a notable Nigerian footballer whose legacy in the sport led to a stadium being named in his honor.
-
E.
Daryn Okada
Daryn Okada is an American cinematographer known for his work on a wide range of studio films, including popular comedies and genre movies.
- 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: Preston Oshita Triple: [Towkio, birthName, Preston Oshita]
Generated description
Preston Oshita, better known by his stage name Towkio, is a Chicago-based rapper and hip-hop artist associated with the SaveMoney collective.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Preston Oshita Target entity description: Preston Oshita, better known by his stage name Towkio, is a Chicago-based rapper and hip-hop artist associated with the SaveMoney collective.
-
A.
Jordan Nagai
Jordan Nagai is an American former child voice actor best known for voicing the character Russell in Pixar's animated film "Up."
-
B.
Devon Aoki
Devon Aoki is an American model and actress best known for her roles in action films like "2 Fast 2 Furious" and "Sin City."
-
C.
Kai Harada
Kai Harada is a Tony Award–winning theatrical sound designer known for his acclaimed work on Broadway productions including the musical "The Band’s Visit."
-
D.
Chris Ohiri
Chris Ohiri was a notable Nigerian footballer whose legacy in the sport led to a stadium being named in his honor.
-
E.
Daryn Okada
Daryn Okada is an American cinematographer known for his work on a wide range of studio films, including popular comedies and genre movies.
- 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.