Triple
T20801003
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Margaret Pope |
E512037
|
entity |
| Predicate | spouseOrPartnerOf |
P33561
|
FINISHED |
| Object | David Lange |
—
|
NE NERFINISHED |
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: David Lange | Statement: [Margaret Pope, spouseOrPartnerOf, David Lange]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Lange Context triple: [Margaret Pope, spouseOrPartnerOf, David Lange]
-
A.
Robert Muldoon
Robert Muldoon was a conservative New Zealand politician who served as the country’s Prime Minister from 1975 to 1984 and was known for his combative style and interventionist economic policies.
-
B.
Prime Minister David Lange
chosen
Prime Minister David Lange was a New Zealand leader best known internationally for his strong advocacy of nuclear-free policies and his role in shaping the country’s independent foreign policy stance in the 1980s.
-
C.
Norman Kirk
Norman Kirk was a prominent New Zealand Labour Party politician who served as the country’s 29th Prime Minister from 1972 until his death in 1974.
-
D.
Helen Clark
Helen Clark is a New Zealand politician who served as the country’s prime minister from 1999 to 2008 and later as Administrator of the United Nations Development Programme.
-
E.
Winston Peters
Winston Peters is a veteran New Zealand politician and leader of the New Zealand First party, known for his populist stance, kingmaker role in coalition governments, and multiple tenures in senior cabinet positions.
- 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: spouseOrPartnerOf Context triple: [Margaret Pope, spouseOrPartnerOf, David Lange]
-
A.
spouseOfType
Indicates that one entity is the spouse of another, specifying the type or role of that spousal relationship.
-
B.
spouseAssociatedWith
chosen
Indicates a marital or spousal relationship or close association between two entities.
-
C.
spouseMemberOf
Indicates that a person’s spouse is a member of a specified group, organization, or entity.
-
D.
spouseInstanceOf
Indicates that one entity is the specific spouse (marriage partner) instance of another entity.
-
E.
spouseOrLover
Indicates a romantic partnership between two entities, whether formalized as a spouse or existing as a lover.
- F. None of above.
Provenance (3 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_69e0b4cc69f481908e98751e697b9df4 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c2b0d75881909cc89ebe4e27adc1 |
completed | April 21, 2026, 12:20 a.m. |
| PD | Predicate disambiguation | batch_69e5c99ca55481908e8d434fa901cfd6 |
completed | April 20, 2026, 6:37 a.m. |
Created at: April 16, 2026, 12:39 p.m.