Triple

T18656411
Position Surface form Disambiguated ID Type / Status
Subject Frederick Chiluba E456075 entity
Predicate spouse P13 FINISHED
Object Regina Mwanza
Regina Mwanza was the second wife of former Zambian president Frederick Chiluba and a notable public figure in Zambia during and after his presidency.
E1336297 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: 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.
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: Regina Mwanza
Triple: [Frederick Chiluba, spouse, Regina Mwanza]
Generated 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.
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 (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_69d8d38ea1e88190997e9b231190ba6f completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e55084ca3481909ff3fd9045f25dcd completed April 19, 2026, 10 p.m.
NED1 Entity disambiguation (via context triple) batch_6a05172321648190bdce686bb4a2d4c2 completed May 14, 2026, 12:28 a.m.
NEDg Description generation batch_6a05185f550081909a284d833f992da4 completed May 14, 2026, 12:33 a.m.
NED2 Entity disambiguation (via description) batch_6a05190b081481909af7b7aec70d9646 completed May 14, 2026, 12:36 a.m.
Created at: April 10, 2026, 11:47 a.m.