Triple

T21630116
Position Surface form Disambiguated ID Type / Status
Subject Joyce Banda E533807 entity
Predicate precededBy P97 FINISHED
Object Bingu wa Mutharika
Bingu wa Mutharika was a Malawian economist and politician who served as President of Malawi from 2004 until his death in 2012.
E1493520 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: Bingu wa Mutharika | Statement: [Joyce Banda, precededBy, Bingu wa Mutharika]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bingu wa Mutharika
Context triple: [Joyce Banda, precededBy, Bingu wa Mutharika]
  • 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. Mnangagwa
    Mnangagwa is a Zimbabwean politician and former guerrilla leader who has served as the President of Zimbabwe since 2017.
  • C. Zanemvula Kizito Gatyeni Mda
    Zanemvula Kizito Gatyeni Mda, better known as Zakes Mda, is a prominent South African novelist, playwright, and academic renowned for his works exploring post-apartheid society and African identity.
  • D. Uma Mbatangu
    Uma Mbatangu is a traditional Sumbanese house type characterized by its tall peaked thatched roof and elevated wooden structure, commonly found in the Waikabubak area of Indonesia.
  • E. Muhoozi Kainerugaba
    Muhoozi Kainerugaba is a Ugandan military officer and political figure who has served in senior roles within the Uganda People's Defence Force and is widely seen as a potential successor to his father, President Yoweri Museveni.
  • 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: Bingu wa Mutharika
Triple: [Joyce Banda, precededBy, Bingu wa Mutharika]
Generated description
Bingu wa Mutharika was a Malawian economist and politician who served as President of Malawi from 2004 until his death in 2012.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bingu wa Mutharika
Target entity description: Bingu wa Mutharika was a Malawian economist and politician who served as President of Malawi from 2004 until his death in 2012.
  • 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. Mnangagwa
    Mnangagwa is a Zimbabwean politician and former guerrilla leader who has served as the President of Zimbabwe since 2017.
  • C. Zanemvula Kizito Gatyeni Mda
    Zanemvula Kizito Gatyeni Mda, better known as Zakes Mda, is a prominent South African novelist, playwright, and academic renowned for his works exploring post-apartheid society and African identity.
  • D. Uma Mbatangu
    Uma Mbatangu is a traditional Sumbanese house type characterized by its tall peaked thatched roof and elevated wooden structure, commonly found in the Waikabubak area of Indonesia.
  • E. Muhoozi Kainerugaba
    Muhoozi Kainerugaba is a Ugandan military officer and political figure who has served in senior roles within the Uganda People's Defence Force and is widely seen as a potential successor to his father, President Yoweri Museveni.
  • 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_69e0c464fba881908d0ff2ac80511ce1 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef5215ae3c81909e6dedba23822970 completed April 27, 2026, 12:09 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a0f97ba188190b00ddfbbeee22499 completed May 17, 2026, 6:57 p.m.
NEDg Description generation batch_6a0a1020e67c8190a6faf7e8e458d48e completed May 17, 2026, 6:59 p.m.
NED2 Entity disambiguation (via description) batch_6a0a10ac13288190a1fbf21fa67a4ed2 completed May 17, 2026, 7:02 p.m.
Created at: April 16, 2026, 6:34 p.m.