Triple
T4374131
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | George Michael |
E98964
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Wham!
Wham! was a British pop duo of the 1980s known for their upbeat, catchy hits and for launching George Michael to international stardom.
|
E434912
|
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: Wham! | Statement: [George Michael, memberOf, Wham!]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wham! Context triple: [George Michael, memberOf, Wham!]
-
A.
Take That
Take That is a British pop group formed in Manchester in 1990, known for their chart-topping hits, elaborate live shows, and status as one of the UK’s most successful boy bands.
-
B.
Frankie Goes to Hollywood
Frankie Goes to Hollywood was a British pop band from Liverpool best known for their provocative image and 1980s hits like "Relax" and "Two Tribes."
-
C.
Spandau Ballet
Spandau Ballet is a British new wave band best known for their 1980s hits like "True" and "Gold."
-
D.
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.
-
E.
Duran Duran
Duran Duran is a British new wave and pop rock band, formed in Birmingham in 1978, known for their stylish music videos and hits like "Hungry Like the Wolf" and "Rio."
- 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: Wham! Triple: [George Michael, memberOf, Wham!]
Generated description
Wham! was a British pop duo of the 1980s known for their upbeat, catchy hits and for launching George Michael to international stardom.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Wham! Target entity description: Wham! was a British pop duo of the 1980s known for their upbeat, catchy hits and for launching George Michael to international stardom.
-
A.
Take That
Take That is a British pop group formed in Manchester in 1990, known for their chart-topping hits, elaborate live shows, and status as one of the UK’s most successful boy bands.
-
B.
Frankie Goes to Hollywood
Frankie Goes to Hollywood was a British pop band from Liverpool best known for their provocative image and 1980s hits like "Relax" and "Two Tribes."
-
C.
Spandau Ballet
Spandau Ballet is a British new wave band best known for their 1980s hits like "True" and "Gold."
-
D.
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.
-
E.
Duran Duran
Duran Duran is a British new wave and pop rock band, formed in Birmingham in 1978, known for their stylish music videos and hits like "Hungry Like the Wolf" and "Rio."
- 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_69b3454db3708190aeafd814413c4c3d |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35220fa648190b116e786783a7eba |
completed | March 12, 2026, 11:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5e512350081908da06038e3080a3e |
completed | March 14, 2026, 10:45 p.m. |
| NEDg | Description generation | batch_69b5e58d77d88190b59e372eeec35195 |
completed | March 14, 2026, 10:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5e5fa68c08190a482cb7ea9030515 |
completed | March 14, 2026, 10:49 p.m. |
Created at: March 12, 2026, 11:17 p.m.