Triple
T21630117
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Joyce Banda |
E533807
|
entity |
| Predicate | succeededBy |
P78
|
FINISHED |
| Object | Peter 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: Peter Mutharika | Statement: [Joyce Banda, succeededBy, Peter Mutharika]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Peter Mutharika Context triple: [Joyce Banda, succeededBy, Peter Mutharika]
-
A.
Hakainde Hichilema
Hakainde Hichilema is a Zambian businessman and politician who became the country’s president after long-time opposition leadership and multiple previous election bids.
-
B.
Edgar Lungu
Edgar Lungu is a Zambian politician and lawyer who served as the country’s president from 2015 to 2021.
-
C.
Jakaya Kikwete
Jakaya Kikwete is a Tanzanian politician who served as the fourth President of Tanzania from 2005 to 2015 and a prominent leader within the ruling Chama Cha Mapinduzi party.
-
D.
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.
-
E.
Frederick Chiluba
Frederick Chiluba was a Zambian trade union leader and politician who served as the country’s second president and oversaw its transition from one-party to multi-party democracy.
- 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: Peter Mutharika Target entity description: 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.
-
A.
Hakainde Hichilema
Hakainde Hichilema is a Zambian businessman and politician who became the country’s president after long-time opposition leadership and multiple previous election bids.
-
B.
Edgar Lungu
Edgar Lungu is a Zambian politician and lawyer who served as the country’s president from 2015 to 2021.
-
C.
Jakaya Kikwete
Jakaya Kikwete is a Tanzanian politician who served as the fourth President of Tanzania from 2005 to 2015 and a prominent leader within the ruling Chama Cha Mapinduzi party.
-
D.
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.
-
E.
Frederick Chiluba
Frederick Chiluba was a Zambian trade union leader and politician who served as the country’s second president and oversaw its transition from one-party to multi-party democracy.
- 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.