Triple

T18656498
Position Surface form Disambiguated ID Type / Status
Subject Michael Sata E456077 entity
Predicate spouse P13 FINISHED
Object Christine Kaseba
Christine Kaseba is a Zambian obstetrician-gynecologist and public health advocate who served as First Lady of Zambia.
E1336302 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: Christine Kaseba | Statement: [Michael Sata, spouse, Christine Kaseba]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Christine Kaseba
Context triple: [Michael Sata, spouse, Christine Kaseba]
  • A. Christine Karim
    Christine Karim is the mother of YouTube co-founder Jawed Karim.
  • B. Grace Ibingira
    Grace Ibingira was a prominent Ugandan lawyer and politician who played a key role in the country’s early post-independence politics and internal power struggles.
  • C. Paula Maloles
    Paula Maloles was the wife of Filipino revolutionary general Miguel Malvar and a supportive figure in his life during the Philippine struggle against Spanish and American colonial rule.
  • D. Joanna Natasegara
    Joanna Natasegara is a British film producer best known for her work on socially and politically engaged documentaries, including the Oscar-winning short "The White Helmets" and the acclaimed feature "Virunga."
  • E. Christina Mangosing
    Christina Mangosing was the second wife of American actor Louis Gossett Jr., known primarily in public records for her brief marriage to him in the 1970s.
  • 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: Christine Kaseba
Triple: [Michael Sata, spouse, Christine Kaseba]
Generated description
Christine Kaseba is a Zambian obstetrician-gynecologist and public health advocate who served as First Lady of Zambia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Christine Kaseba
Target entity description: Christine Kaseba is a Zambian obstetrician-gynecologist and public health advocate who served as First Lady of Zambia.
  • A. Christine Karim
    Christine Karim is the mother of YouTube co-founder Jawed Karim.
  • B. Grace Ibingira
    Grace Ibingira was a prominent Ugandan lawyer and politician who played a key role in the country’s early post-independence politics and internal power struggles.
  • C. Paula Maloles
    Paula Maloles was the wife of Filipino revolutionary general Miguel Malvar and a supportive figure in his life during the Philippine struggle against Spanish and American colonial rule.
  • D. Joanna Natasegara
    Joanna Natasegara is a British film producer best known for her work on socially and politically engaged documentaries, including the Oscar-winning short "The White Helmets" and the acclaimed feature "Virunga."
  • E. Christina Mangosing
    Christina Mangosing was the second wife of American actor Louis Gossett Jr., known primarily in public records for her brief marriage to him in the 1970s.
  • 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.