Triple
T19056430
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hakainde Hichilema |
E466407
|
entity |
| Predicate | precededBy |
P97
|
FINISHED |
| Object | Edgar Lungu |
—
|
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: Edgar Lungu | Statement: [Hakainde Hichilema, precededBy, Edgar Lungu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Edgar Lungu Context triple: [Hakainde Hichilema, precededBy, Edgar Lungu]
-
A.
Edgar Lungu
chosen
Edgar Lungu is a Zambian politician and lawyer who served as the country’s president from 2015 to 2021.
-
B.
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.
-
C.
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.
-
D.
Joseph Kabila
Joseph Kabila is a Congolese politician who served as president of the Democratic Republic of the Congo from 2001 to 2019, overseeing a fragile post-war transition marked by conflict, contested elections, and efforts at reconstruction.
-
E.
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.
- 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_69d8dd040fb881909af2a964f65ad208 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5dc067f788190b3b149dfee370435 |
completed | April 20, 2026, 7:55 a.m. |
Created at: April 10, 2026, 12:03 p.m.