Triple
T23160346
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Constantino Chiwenga |
E578563
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object | Emmerson Mnangagwa |
—
|
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: Emmerson Mnangagwa | Statement: [Constantino Chiwenga, associatedWith, Emmerson Mnangagwa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emmerson Mnangagwa Context triple: [Constantino Chiwenga, associatedWith, Emmerson Mnangagwa]
-
A.
Emmerson Mnangagwa
chosen
Emmerson Mnangagwa is a Zimbabwean politician and former guerrilla leader who became president in 2017 following the ouster of long-time leader Robert Mugabe.
-
B.
Lazarus Chakwera
Lazarus Chakwera is a Malawian theologian and politician who became the country's president after leading the Malawi Congress Party and winning a historic court-ordered election rerun in 2020.
-
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.
Nelson Chamisa
Nelson Chamisa is a Zimbabwean lawyer, pastor, and prominent opposition politician who has led major democratic reform movements challenging ZANU–PF’s long-standing rule.
-
E.
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.
- 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_69e245fc75348190a0288401044c8af8 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18eff965081909aaa6fc1910293e2 |
completed | April 29, 2026, 4:54 a.m. |
Created at: April 17, 2026, 4:02 p.m.