Triple

T18656411

Position	Surface form	Disambiguated ID	Type / Status
Subject	Frederick Chiluba	`E456075`	entity
Predicate	spouse	`P13`	FINISHED
Object	Regina Mwanza	`—`	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: Regina Mwanza | Statement: [Frederick Chiluba, spouse, Regina Mwanza]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Regina Mwanza
Context triple: [Frederick Chiluba, spouse, Regina Mwanza]

A. Soini
Soini is a small rural municipality in South Ostrobothnia, western Finland, known for its forests, lakes, and traditional Finnish countryside.
B. Queen of Tanganyika
The Queen of Tanganyika was the constitutional monarch and ceremonial head of state of Tanganyika during its brief period as an independent Commonwealth realm before becoming part of Tanzania.
C. Dlamini
Dlamini is a common Southern African surname of Swazi origin, notably associated with the Swazi royal family and various prominent public figures.
D. Ratu Sir Kamisese Mara
Ratu Sir Kamisese Mara was a Fijian statesman who led the country to independence and became its dominant political figure in the late 20th century, serving both as prime minister and later as president.
E. Munírih Khánum
Munírih Khánum was the wife of ʻAbdu'l‑Bahá and a prominent early figure in the Bahá'í Faith, known for her steadfastness, service, and support of the Bahá'í community.
F. None of above. chosen
G. Unsure - the case is ambiguous/there is not enough information to decide.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Regina Mwanza
Target entity description: Regina Mwanza was the second wife of former Zambian president Frederick Chiluba and a notable public figure in Zambia during and after his presidency.

A. Soini
Soini is a small rural municipality in South Ostrobothnia, western Finland, known for its forests, lakes, and traditional Finnish countryside.
B. Queen of Tanganyika
The Queen of Tanganyika was the constitutional monarch and ceremonial head of state of Tanganyika during its brief period as an independent Commonwealth realm before becoming part of Tanzania.
C. Dlamini
Dlamini is a common Southern African surname of Swazi origin, notably associated with the Swazi royal family and various prominent public figures.
D. Ratu Sir Kamisese Mara
Ratu Sir Kamisese Mara was a Fijian statesman who led the country to independence and became its dominant political figure in the late 20th century, serving both as prime minister and later as president.
E. Munírih Khánum
Munírih Khánum was the wife of ʻAbdu'l‑Bahá and a prominent early figure in the Bahá'í Faith, known for her steadfastness, service, and support of the Bahá'í community.
F. None of above. chosen

Provenance (2 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_69d8d38ea1e88190997e9b231190ba6f`	completed	April 10, 2026, 10:40 a.m.
NER	Named-entity recognition	`batch_69e55084ca3481909ff3fd9045f25dcd`	completed	April 19, 2026, 10 p.m.

Created at: April 10, 2026, 11:47 a.m.