Triple
T18229895
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Strength in What Remains |
E436517
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object | Deogratias Niyizonkiza |
—
|
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: Deogratias Niyizonkiza | Statement: [Strength in What Remains, mainCharacter, Deogratias Niyizonkiza]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Deogratias Niyizonkiza Context triple: [Strength in What Remains, mainCharacter, Deogratias Niyizonkiza]
-
A.
Harry Mwanga Nkumbula
Harry Mwanga Nkumbula was a prominent Zambian nationalist leader and politician who played a key role in the country’s struggle for independence.
-
B.
Mwanga
Mwanga is a small town in northeastern Tanzania that serves as an administrative and commercial center near Mount Kilimanjaro.
-
C.
Mwene Mutapa
Mwene Mutapa was a powerful pre-colonial Shona state in southern Africa, renowned for its control of regional gold trade and influence over the Zambezi valley from the 15th to the 18th century.
-
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.
Nabagesera
Nabagesera is the surname of Ugandan LGBT rights activist Kasha Jacqueline Nabagesera, known for her advocacy for sexual minority rights in Uganda.
- 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: Deogratias Niyizonkiza Target entity description: Deogratias Niyizonkiza is a Burundian genocide survivor and humanitarian whose life story of fleeing civil war, rebuilding in the United States, and later founding a health clinic in rural Burundi is chronicled in Tracy Kidder’s nonfiction book "Strength in What Remains."
-
A.
Harry Mwanga Nkumbula
Harry Mwanga Nkumbula was a prominent Zambian nationalist leader and politician who played a key role in the country’s struggle for independence.
-
B.
Mwanga
Mwanga is a small town in northeastern Tanzania that serves as an administrative and commercial center near Mount Kilimanjaro.
-
C.
Mwene Mutapa
Mwene Mutapa was a powerful pre-colonial Shona state in southern Africa, renowned for its control of regional gold trade and influence over the Zambezi valley from the 15th to the 18th century.
-
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.
Nabagesera
Nabagesera is the surname of Ugandan LGBT rights activist Kasha Jacqueline Nabagesera, known for her advocacy for sexual minority rights in Uganda.
- 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_69d8b9103a8081908bbb0836fef10efd |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4f4b284a8819088456c2af5fa1de5 |
completed | April 19, 2026, 3:28 p.m. |
Created at: April 10, 2026, 10:33 a.m.