Triple
T10887118
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Emma Ferguson |
E257076
|
entity |
| Predicate | partnerOfMemberOf |
P10641
|
FINISHED |
| Object | Take That |
E34425
|
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: Take That | Statement: [Emma Ferguson, partnerOfMemberOf, Take That]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Take That Context triple: [Emma Ferguson, partnerOfMemberOf, Take That]
-
A.
Take That
chosen
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.
Westlife
Westlife is an Irish pop vocal group best known for their string of late-1990s and 2000s chart-topping ballads and harmonies.
-
C.
Back Street
Back Street is a 1961 romantic drama film starring John Gavin, based on Fannie Hurst’s novel about a woman who becomes the lifelong mistress of a married man.
-
D.
Back Street
Back Street is one of the main commercial streets in Philipsburg, Sint Maarten, known for its shops, local businesses, and proximity to the town’s waterfront attractions.
-
E.
Spice Girls
The Spice Girls are a British pop girl group formed in the mid-1990s, famous worldwide for hits like "Wannabe" and for popularizing the "girl power" movement in mainstream music culture.
- 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: partnerOfMemberOf Context triple: [Emma Ferguson, partnerOfMemberOf, Take That]
-
A.
partnerInOrganizationWith
Indicates that two entities are associated as partners within the same organization or organizational context.
-
B.
symbolicPartnerOf
Indicates a relationship in which two entities are formally or representationally associated as partners in a symbolic, rather than practical or operational, sense.
-
C.
partnerInActWith
Indicates that two or more entities jointly participate as partners in carrying out the same act or action.
-
D.
inRelationshipWith
Indicates that two entities are mutually involved in a defined personal, romantic, or partnership relationship with each other.
-
E.
spouseMemberOf
chosen
Indicates that a person’s spouse is a member of a specified group, organization, or entity.
- 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_69d6aa848804819081b2713ca0bedf06 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d75201e6888190a2bc41a17784eec3 |
completed | April 9, 2026, 7:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e154e49ab08190b522b5361ac65c01 |
completed | April 16, 2026, 9:30 p.m. |
| PD | Predicate disambiguation | batch_69d70d3943c881908895397eccc3e415 |
completed | April 9, 2026, 2:21 a.m. |
Created at: April 8, 2026, 9:21 p.m.