Triple
T6163391
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ZANU–PF |
E137496
|
entity |
| Predicate | keyFigure |
P256
|
FINISHED |
| Object | Emmerson Mnangagwa |
E141557
|
NE FINISHED |
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: [ZANU–PF, keyFigure, Emmerson Mnangagwa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emmerson Mnangagwa Context triple: [ZANU–PF, keyFigure, 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.
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.
-
C.
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.
-
D.
Godfrey Chidyausiku
Godfrey Chidyausiku was a prominent Zimbabwean lawyer, judge, and politician who served as Chief Justice of Zimbabwe.
-
E.
Edgar Lungu
Edgar Lungu is a Zambian politician and lawyer who served as the country’s president from 2015 to 2021.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c008a54fc88190b6ce4416490ca79d |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c05d5e8edc8190a7a394ee832bac9f |
completed | March 22, 2026, 9:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c1419e7f0481908b7ce6f36871f1ad |
completed | March 23, 2026, 1:35 p.m. |
Created at: March 22, 2026, 4:17 p.m.