Triple
T8115689
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Opportunities (Let’s Make Lots of Money) |
E189467
|
entity |
| Predicate | isByDuo |
P46169
|
FINISHED |
| Object | Pet Shop Boys |
E36192
|
NE FINISHED |
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: Pet Shop Boys | Statement: [Opportunities (Let’s Make Lots of Money), isByDuo, Pet Shop Boys]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pet Shop Boys Context triple: [Opportunities (Let’s Make Lots of Money), isByDuo, Pet Shop Boys]
-
A.
Pet Shop Boys
chosen
Pet Shop Boys are an English synth-pop duo known for their sophisticated electronic sound and witty, literate lyrics, featuring Neil Tennant and Chris Lowe.
-
B.
Eurythmics
Eurythmics are a British pop duo, formed by Annie Lennox and Dave Stewart, known for their innovative synth-pop sound and global hits like "Sweet Dreams (Are Made of This)."
-
C.
Culture Club
Culture Club is a British pop band formed in the early 1980s, best known for its new wave sound and hits like "Karma Chameleon" and "Do You Really Want to Hurt Me," fronted by singer Boy George.
-
D.
Thompson Twins
Thompson Twins were a British pop band prominent in the 1980s, known for their synth-driven new wave hits like "Hold Me Now" and "Doctor! Doctor!".
-
E.
The Human League
The Human League is a pioneering British synth-pop band formed in the late 1970s, best known for their influential electronic sound and hits like "Don't You Want Me."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: isByDuo Context triple: [Opportunities (Let’s Make Lots of Money), isByDuo, Pet Shop Boys]
-
A.
associatedWithDuo
chosen
Indicates a relationship in which an entity is linked or connected to a specific duo, typically implying involvement, collaboration, or relevance to that pair.
-
B.
dualPair
Indicates that two entities form a dual pair, standing in a mathematically defined dual relationship where each is the dual counterpart of the other.
-
C.
isPairOf
Indicates that two entities are associated as a matched or corresponding pair within a defined context.
-
D.
pairedInDoubleBillWith
Indicates that two performances, films, or shows are scheduled or presented together as a combined double-feature program.
-
E.
formedDuoWith
Indicates that two entities joined together to create a duo, typically collaborating or acting as a pair for a shared purpose or activity.
- F. None of above.
Provenance (4 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_69ca82baad008190ab2859712b9b1607 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb4664fef881908b0dc7b158aca398 |
completed | March 31, 2026, 3:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cef298986c8190a253d5c61310a23a |
completed | April 2, 2026, 10:50 p.m. |
| PD | Predicate disambiguation | batch_69cb368e7f4c81909aabd7716f0de79d |
completed | March 31, 2026, 2:50 a.m. |
Created at: March 30, 2026, 5:33 p.m.