Triple
T8763765
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MIDI Mafia |
E208272
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Dirty Swift
Dirty Swift is a music producer best known as one half of the American production duo MIDI Mafia, recognized for their work in hip-hop and R&B.
|
E755485
|
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: Dirty Swift | Statement: [MIDI Mafia, hasMember, Dirty Swift]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dirty Swift Context triple: [MIDI Mafia, hasMember, Dirty Swift]
-
A.
Wild at Heart
Wild at Heart is a 1990 surreal crime-romance film directed by David Lynch, known for its violent, dreamlike road-movie style and starring Nicolas Cage and Laura Dern.
-
B.
The Fame
The Fame is Lady Gaga’s debut studio album, a dance-pop record that propelled her to global stardom with hits like “Just Dance” and “Poker Face.”
-
C.
Before He Cheats
"Before He Cheats" is a 2006 country-pop revenge anthem by Carrie Underwood that became one of her signature hits and a crossover mainstream success.
-
D.
Wild Child
Wild Child is a 2008 teen comedy film about a rebellious American girl sent to a strict English boarding school, where she gradually matures and finds friendship.
-
E.
Katy Lied
"Katy Lied" is a 1975 jazz-rock album by Steely Dan known for its sophisticated songwriting, studio craftsmanship, and the band's transition toward a more polished, studio-focused sound.
- 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: Dirty Swift Triple: [MIDI Mafia, hasMember, Dirty Swift]
Generated description
Dirty Swift is a music producer best known as one half of the American production duo MIDI Mafia, recognized for their work in hip-hop and R&B.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dirty Swift Target entity description: Dirty Swift is a music producer best known as one half of the American production duo MIDI Mafia, recognized for their work in hip-hop and R&B.
-
A.
Wild at Heart
Wild at Heart is a 1990 surreal crime-romance film directed by David Lynch, known for its violent, dreamlike road-movie style and starring Nicolas Cage and Laura Dern.
-
B.
The Fame
The Fame is Lady Gaga’s debut studio album, a dance-pop record that propelled her to global stardom with hits like “Just Dance” and “Poker Face.”
-
C.
Before He Cheats
"Before He Cheats" is a 2006 country-pop revenge anthem by Carrie Underwood that became one of her signature hits and a crossover mainstream success.
-
D.
Wild Child
Wild Child is a 2008 teen comedy film about a rebellious American girl sent to a strict English boarding school, where she gradually matures and finds friendship.
-
E.
Katy Lied
"Katy Lied" is a 1975 jazz-rock album by Steely Dan known for its sophisticated songwriting, studio craftsmanship, and the band's transition toward a more polished, studio-focused sound.
- 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_69ca835df7e08190ac875664cca8f9ca |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5dfdef9881908a7f079d87e8e338 |
completed | March 31, 2026, 11:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf435d07148190b9e06d080f99a622 |
completed | April 3, 2026, 4:34 a.m. |
| NEDg | Description generation | batch_69cf46414bd48190babe01a32587c0b6 |
completed | April 3, 2026, 4:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf46b79aac8190a515e2fc94caf5c2 |
completed | April 3, 2026, 4:48 a.m. |
Created at: March 30, 2026, 6:40 p.m.