Triple

T15553254
Position Surface form Disambiguated ID Type / Status
Subject Mokgweetsi Masisi E370804 entity
Predicate spouse P13 FINISHED
Object Neo Masisi
Neo Masisi is the First Lady of Botswana and the wife of President Mokgweetsi Masisi.
E1163656 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: Neo Masisi | Statement: [Mokgweetsi Masisi, spouse, Neo Masisi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Neo Masisi
Context triple: [Mokgweetsi Masisi, spouse, Neo Masisi]
  • A. Inshuti Mu Buzima
    Inshuti Mu Buzima is the Rwandan branch of Partners In Health, working with the government to strengthen the health system and deliver high-quality care in rural communities.
  • B. Rodrigue Mugaruka Katembo
    Rodrigue Mugaruka Katembo is a Congolese park ranger and environmental activist renowned for his courageous efforts to protect Virunga National Park from armed conflict and illegal exploitation.
  • C. Joseph Kabila
    Joseph Kabila is a Congolese politician who served as president of the Democratic Republic of the Congo from 2001 to 2019, overseeing a fragile post-war transition marked by conflict, contested elections, and efforts at reconstruction.
  • D. Tindyebwa Agaba Wise
    Tindyebwa Agaba Wise is a Rwandan-born British activist and former child soldier who became known for his work on human rights and refugee issues after being adopted by actress Emma Thompson.
  • E. Florence Kasumba
    Florence Kasumba is a Ugandan-German actress known for her roles in international film and television, including appearances in the Marvel Cinematic Universe and various high-profile German productions.
  • 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: Neo Masisi
Triple: [Mokgweetsi Masisi, spouse, Neo Masisi]
Generated description
Neo Masisi is the First Lady of Botswana and the wife of President Mokgweetsi Masisi.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Neo Masisi
Target entity description: Neo Masisi is the First Lady of Botswana and the wife of President Mokgweetsi Masisi.
  • A. Inshuti Mu Buzima
    Inshuti Mu Buzima is the Rwandan branch of Partners In Health, working with the government to strengthen the health system and deliver high-quality care in rural communities.
  • B. Rodrigue Mugaruka Katembo
    Rodrigue Mugaruka Katembo is a Congolese park ranger and environmental activist renowned for his courageous efforts to protect Virunga National Park from armed conflict and illegal exploitation.
  • C. Joseph Kabila
    Joseph Kabila is a Congolese politician who served as president of the Democratic Republic of the Congo from 2001 to 2019, overseeing a fragile post-war transition marked by conflict, contested elections, and efforts at reconstruction.
  • D. Tindyebwa Agaba Wise
    Tindyebwa Agaba Wise is a Rwandan-born British activist and former child soldier who became known for his work on human rights and refugee issues after being adopted by actress Emma Thompson.
  • E. Florence Kasumba
    Florence Kasumba is a Ugandan-German actress known for her roles in international film and television, including appearances in the Marvel Cinematic Universe and various high-profile German productions.
  • 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_69d85cc6cf40819091f4a5facee1ebe6 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04a96c0c88190808f68601a36b506 completed April 16, 2026, 2:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff4560008c81908ebd278c3dc45045 completed May 9, 2026, 2:32 p.m.
NEDg Description generation batch_69ff47aa0bb081908f67e9dae9bc7b27 completed May 9, 2026, 2:41 p.m.
NED2 Entity disambiguation (via description) batch_69ff480d81b881908eb3a51f1e7280b0 completed May 9, 2026, 2:43 p.m.
Created at: April 10, 2026, 4:09 a.m.