Triple
T4696068
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Spandau Ballet |
E104144
|
entity |
| Predicate | member |
P10
|
FINISHED |
| Object |
Tony Hadley
Tony Hadley is an English pop singer best known as the lead vocalist of the 1980s new wave band Spandau Ballet.
|
E460204
|
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: Tony Hadley | Statement: [Spandau Ballet, member, Tony Hadley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tony Hadley Context triple: [Spandau Ballet, member, Tony Hadley]
-
A.
Andy Taylor
Andy Taylor is the wise, kind-hearted sheriff and widowed father who serves as the central figure in the classic American television sitcom "The Andy Griffith Show."
-
B.
Andrew Ridgeley
Andrew Ridgeley is an English musician and songwriter best known as one half of the 1980s pop duo Wham! alongside George Michael.
-
C.
Mark Hunter
Mark Hunter is the rebellious, pirate-radio–hosting teenager who challenges authority and inspires his peers in the 1990 cult film "Pump Up the Volume."
-
D.
Gary Kemp
Gary Kemp is an English musician and actor best known as the guitarist and songwriter for the band Spandau Ballet and for his roles in films such as "The Krays."
-
E.
Roger Hodgson
Roger Hodgson is an English musician, singer-songwriter, and co-founder of the progressive rock band Supertramp, known for writing and singing many of their biggest hits.
- 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: Tony Hadley Triple: [Spandau Ballet, member, Tony Hadley]
Generated description
Tony Hadley is an English pop singer best known as the lead vocalist of the 1980s new wave band Spandau Ballet.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tony Hadley Target entity description: Tony Hadley is an English pop singer best known as the lead vocalist of the 1980s new wave band Spandau Ballet.
-
A.
Andy Taylor
Andy Taylor is the wise, kind-hearted sheriff and widowed father who serves as the central figure in the classic American television sitcom "The Andy Griffith Show."
-
B.
Andrew Ridgeley
Andrew Ridgeley is an English musician and songwriter best known as one half of the 1980s pop duo Wham! alongside George Michael.
-
C.
Mark Hunter
Mark Hunter is the rebellious, pirate-radio–hosting teenager who challenges authority and inspires his peers in the 1990 cult film "Pump Up the Volume."
-
D.
Gary Kemp
Gary Kemp is an English musician and actor best known as the guitarist and songwriter for the band Spandau Ballet and for his roles in films such as "The Krays."
-
E.
Roger Hodgson
Roger Hodgson is an English musician, singer-songwriter, and co-founder of the progressive rock band Supertramp, known for writing and singing many of their biggest hits.
- 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_69bd43df91f481908e9add1b617b60ef |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd63b2eb708190962f460063615f9a |
completed | March 20, 2026, 3:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be03c3e6f48190b2f61de26192f5c4 |
completed | March 21, 2026, 2:34 a.m. |
| NEDg | Description generation | batch_69be048d53d08190a72fb6d2e788e3c9 |
completed | March 21, 2026, 2:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be052cc8748190ab17bf87597121f0 |
completed | March 21, 2026, 2:40 a.m. |
Created at: March 20, 2026, 1:17 p.m.