Triple
T4605862
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Assembly of Zambia |
E100431
|
entity |
| Predicate | currentSpeaker |
P9374
|
FINISHED |
| Object |
Nelly Butete Kashumba Mutti
Nelly Butete Kashumba Mutti is a Zambian lawyer and politician who became the first woman to serve as Speaker of the National Assembly of Zambia.
|
E456080
|
NE FINISHED |
How this triple was built (4 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: Nelly Butete Kashumba Mutti | Statement: [National Assembly of Zambia, currentSpeaker, Nelly Butete Kashumba Mutti]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nelly Butete Kashumba Mutti Context triple: [National Assembly of Zambia, currentSpeaker, Nelly Butete Kashumba Mutti]
-
A.
Louise Mushikiwabo
Louise Mushikiwabo is a Rwandan politician and diplomat who has served as her country’s foreign minister and is a prominent leader in international Francophone affairs.
-
B.
Tindyebwa Agaba Wise
Tindyebwa Agaba Wise is a Rwandan-born British activist and former child soldier who became known for his work on human rights and refugee issues after being adopted by actress Emma Thompson.
-
C.
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.
-
D.
Kasha Jacqueline Nabagesera
Kasha Jacqueline Nabagesera is a prominent Ugandan LGBT rights activist known internationally for her courageous advocacy against homophobia and for human rights in Uganda.
-
E.
Martha Karua
Martha Karua is a prominent Kenyan lawyer, politician, and former Minister of Justice known for her advocacy for constitutional reform, human rights, and good governance.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Nelly Butete Kashumba Mutti Triple: [National Assembly of Zambia, currentSpeaker, Nelly Butete Kashumba Mutti]
Generated description
Nelly Butete Kashumba Mutti is a Zambian lawyer and politician who became the first woman to serve as Speaker of the National Assembly of Zambia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nelly Butete Kashumba Mutti Target entity description: Nelly Butete Kashumba Mutti is a Zambian lawyer and politician who became the first woman to serve as Speaker of the National Assembly of Zambia.
-
A.
Louise Mushikiwabo
Louise Mushikiwabo is a Rwandan politician and diplomat who has served as her country’s foreign minister and is a prominent leader in international Francophone affairs.
-
B.
Tindyebwa Agaba Wise
Tindyebwa Agaba Wise is a Rwandan-born British activist and former child soldier who became known for his work on human rights and refugee issues after being adopted by actress Emma Thompson.
-
C.
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.
-
D.
Kasha Jacqueline Nabagesera
Kasha Jacqueline Nabagesera is a prominent Ugandan LGBT rights activist known internationally for her courageous advocacy against homophobia and for human rights in Uganda.
-
E.
Martha Karua
Martha Karua is a prominent Kenyan lawyer, politician, and former Minister of Justice known for her advocacy for constitutional reform, human rights, and good governance.
- F. None of above. chosen
Provenance (5 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_69bd43cce1e08190a07d53af6a9b6c24 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd599b1f0881909fd693b81ff44f98 |
completed | March 20, 2026, 2:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdfa6d24808190a4edc426b8b719cd |
completed | March 21, 2026, 1:54 a.m. |
| NEDg | Description generation | batch_69bdfbea628c81908f96e706d650ef9f |
completed | March 21, 2026, 2:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdfc97fc54819093e0cff18a40bde2 |
completed | March 21, 2026, 2:04 a.m. |
Created at: March 20, 2026, 1:12 p.m.