Triple
T21630116
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Joyce Banda |
E533807
|
entity |
| Predicate | precededBy |
P97
|
FINISHED |
| Object | Bingu wa Mutharika |
—
|
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: 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.
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 (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_69e0c464fba881908d0ff2ac80511ce1 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ef5215ae3c81909e6dedba23822970 |
completed | April 27, 2026, 12:09 p.m. |
Created at: April 16, 2026, 6:34 p.m.