Triple
T21405053
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lisa Lisa and Cult Jam |
E528011
|
entity |
| Predicate | member |
P10
|
FINISHED |
| Object | Mike Hughes |
—
|
NE NERFINISHED |
How this triple was built (3 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: Mike Hughes | Statement: [Lisa Lisa and Cult Jam, member, Mike Hughes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mike Hughes Context triple: [Lisa Lisa and Cult Jam, member, Mike Hughes]
-
A.
Mike Hughes
Mike Hughes is an American businessman best known as a co-founder of the subsea engineering and applied technology company Oceaneering International.
-
B.
Jimmy Hughes
Jimmy Hughes is a central character on the sitcom "Yes, Dear," portrayed as a well-meaning but often overwhelmed young father and husband navigating everyday family chaos.
-
C.
Matt Hughes
Matt Hughes is a retired American mixed martial artist widely regarded as one of the greatest welterweights in UFC history, known for his dominant wrestling and multiple championship reigns.
-
D.
Christopher Willis
Christopher Willis is a British composer best known for his work on film and television scores, including the soundtrack for "The Personal History of David Copperfield."
-
E.
Don Hughes
Don Hughes is a notable member of the Hughes family, recognized for his prominence within that lineage.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mike Hughes Target entity description: Mike Hughes is a musician best known as a member of the 1980s R&B and freestyle group Lisa Lisa and Cult Jam.
-
A.
Mike Hughes
Mike Hughes is an American businessman best known as a co-founder of the subsea engineering and applied technology company Oceaneering International.
-
B.
Jimmy Hughes
Jimmy Hughes is a central character on the sitcom "Yes, Dear," portrayed as a well-meaning but often overwhelmed young father and husband navigating everyday family chaos.
-
C.
Matt Hughes
Matt Hughes is a retired American mixed martial artist widely regarded as one of the greatest welterweights in UFC history, known for his dominant wrestling and multiple championship reigns.
-
D.
Christopher Willis
Christopher Willis is a British composer best known for his work on film and television scores, including the soundtrack for "The Personal History of David Copperfield."
-
E.
Don Hughes
Don Hughes is a notable member of the Hughes family, recognized for his prominence within that lineage.
- F. None of above. chosen
Provenance (2 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_69e0b520ee3c8190abddbee7e37e834c |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e8b1aea22881909a0cc754e417fbf3 |
completed | April 22, 2026, 11:31 a.m. |
Created at: April 16, 2026, 5:31 p.m.