Triple
T19003824
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Edgar Lungu |
E465023
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object | Esther Lungu |
—
|
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: Esther Lungu | Statement: [Edgar Lungu, spouse, Esther Lungu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Esther Lungu Context triple: [Edgar Lungu, spouse, Esther Lungu]
-
A.
Lily Banda
Lily Banda is a Malawian actress and artist best known for her role in the film "The Boy Who Harnessed the Wind."
-
B.
Grace Makutsi
Grace Makutsi is a highly intelligent, principled, and often comically earnest assistant detective in Alexander McCall Smith’s "The No. 1 Ladies’ Detective Agency" series, known for her exceptional secretarial exam score and distinctive personality.
-
C.
Joyce Banda
Joyce Banda is a Malawian politician who served as the country’s first female president from 2012 to 2014 and is known for her advocacy on women’s rights and good governance.
-
D.
Rebecca Kadaga
Rebecca Kadaga is a Ugandan lawyer and politician who served as Speaker of the Parliament of Uganda and is a prominent member of the ruling National Resistance Movement party.
-
E.
Mary Masombuka
Mary Masombuka is a central student activist character in the South African musical film and stage play "Sarafina!", symbolizing youth resistance against apartheid.
- 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: Esther Lungu Target entity description: Esther Lungu is a Zambian public figure and former First Lady known for her charitable and social advocacy work during her husband Edgar Lungu’s presidency.
-
A.
Lily Banda
Lily Banda is a Malawian actress and artist best known for her role in the film "The Boy Who Harnessed the Wind."
-
B.
Grace Makutsi
Grace Makutsi is a highly intelligent, principled, and often comically earnest assistant detective in Alexander McCall Smith’s "The No. 1 Ladies’ Detective Agency" series, known for her exceptional secretarial exam score and distinctive personality.
-
C.
Joyce Banda
Joyce Banda is a Malawian politician who served as the country’s first female president from 2012 to 2014 and is known for her advocacy on women’s rights and good governance.
-
D.
Rebecca Kadaga
Rebecca Kadaga is a Ugandan lawyer and politician who served as Speaker of the Parliament of Uganda and is a prominent member of the ruling National Resistance Movement party.
-
E.
Mary Masombuka
Mary Masombuka is a central student activist character in the South African musical film and stage play "Sarafina!", symbolizing youth resistance against apartheid.
- 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_69d8dd01a56c81909694a128c66b21d7 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5d6a3db9c8190a1bf0228e360a6e0 |
completed | April 20, 2026, 7:32 a.m. |
Created at: April 10, 2026, 12:01 p.m.