Triple
T1114883
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toby Gad |
E11074
|
entity |
| Predicate | hasWorkedWith |
P9615
|
FINISHED |
| Object |
Westlife
Westlife is an Irish pop vocal group best known for their string of late-1990s and 2000s chart-topping ballads and harmonies.
|
E130612
|
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: Westlife | Statement: [Toby Gad, hasWorkedWith, Westlife]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Westlife Context triple: [Toby Gad, hasWorkedWith, Westlife]
-
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.
Backstreet Boys
Backstreet Boys are an American vocal harmony boy band that rose to global fame in the late 1990s with pop hits like "I Want It That Way" and "Everybody (Backstreet's Back)."
-
C.
NSYNC
NSYNC is an American boy band that rose to fame in the late 1990s and early 2000s with pop hits and elaborate performances, becoming one of the era’s most popular musical acts.
-
D.
One Direction
One Direction is a British-Irish boy band formed on the TV show "The X Factor" that achieved global fame in the 2010s with pop hits like "What Makes You Beautiful" and "Story of My Life."
-
E.
Pet Shop Boys
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.
- 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: Westlife Triple: [Toby Gad, hasWorkedWith, Westlife]
Generated description
Westlife is an Irish pop vocal group best known for their string of late-1990s and 2000s chart-topping ballads and harmonies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Westlife Target entity description: Westlife is an Irish pop vocal group best known for their string of late-1990s and 2000s chart-topping ballads and harmonies.
-
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.
Backstreet Boys
Backstreet Boys are an American vocal harmony boy band that rose to global fame in the late 1990s with pop hits like "I Want It That Way" and "Everybody (Backstreet's Back)."
-
C.
NSYNC
NSYNC is an American boy band that rose to fame in the late 1990s and early 2000s with pop hits and elaborate performances, becoming one of the era’s most popular musical acts.
-
D.
One Direction
One Direction is a British-Irish boy band formed on the TV show "The X Factor" that achieved global fame in the 2010s with pop hits like "What Makes You Beautiful" and "Story of My Life."
-
E.
Pet Shop Boys
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.
- 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_69a493252a648190ac48f8742474a5e8 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a4bba161e881908dcd1a66522abf5d |
completed | March 1, 2026, 10:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac59a4316c8190a4adc10e454c2855 |
completed | March 7, 2026, 5 p.m. |
| NEDg | Description generation | batch_69ac5b4833788190958ce030dc9da977 |
completed | March 7, 2026, 5:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac5bbf0efc8190a90c244a2ab35155 |
completed | March 7, 2026, 5:09 p.m. |
Created at: March 1, 2026, 7:43 p.m.