Triple
T22034755
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | President of Malawi |
E544172
|
entity |
| Predicate | officeHoldersInclude |
P537
|
FINISHED |
| Object | Bingu wa Mutharika |
—
|
NE NERFINISHED |
How this triple was built (2 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: [President of Malawi, officeHoldersInclude, Bingu wa Mutharika]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bingu wa Mutharika Context triple: [President of Malawi, officeHoldersInclude, Bingu wa Mutharika]
-
A.
Bingu wa Mutharika
chosen
Bingu wa Mutharika was a Malawian economist and politician who served as President of Malawi from 2004 until his death in 2012.
-
B.
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.
-
C.
Mnangagwa
Mnangagwa is a Zimbabwean politician and former guerrilla leader who has served as the President of Zimbabwe since 2017.
-
D.
Peter Mutharika
Peter Mutharika is a Malawian politician, law professor, and member of the Democratic Progressive Party who served as President of Malawi from 2014 to 2020.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69e11e2f98c8819083e11eab90942a78 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f127f0594881909caf4fbc3e0a2d50 |
completed | April 28, 2026, 9:34 p.m. |
Created at: April 16, 2026, 8:25 p.m.