Triple
T18656385
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frederick Chiluba |
E456075
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object | Chiluba |
—
|
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: Chiluba | Statement: [Frederick Chiluba, familyName, Chiluba]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chiluba Context triple: [Frederick Chiluba, familyName, Chiluba]
-
A.
Frederick Chiluba
chosen
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.
-
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.
Masire
Masire is the surname of Quett Masire, the former President of Botswana and a key figure in the country’s post-independence development.
-
D.
Vuyani Bungu
Vuyani Bungu is a South African former professional boxer and long-reigning IBF super bantamweight world champion known for his technical skill and notable bouts in the 1990s.
-
E.
Edumoga
Edumoga is a distinct subgroup of the Idoma people of central Nigeria, known for its shared language variety, cultural traditions, and communal identity within the larger Idoma ethnic group.
- 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_69d8d38ea1e88190997e9b231190ba6f |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e55084ca3481909ff3fd9045f25dcd |
completed | April 19, 2026, 10 p.m. |
Created at: April 10, 2026, 11:47 a.m.