Triple
T378247
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Assembly of Zimbabwe |
E8617
|
entity |
| Predicate | currentSpeaker |
P9374
|
FINISHED |
| Object |
Jacob Mudenda
Jacob Mudenda is a Zimbabwean politician and lawyer who serves as the Speaker of the National Assembly and is a prominent member of the ruling ZANU–PF party.
|
E47514
|
NE FINISHED |
How this triple was built (5 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: Jacob Mudenda | Statement: [National Assembly of Zimbabwe, currentSpeaker, Jacob Mudenda]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jacob Mudenda Context triple: [National Assembly of Zimbabwe, currentSpeaker, Jacob Mudenda]
-
A.
Joseph Gikatilla
Joseph Gikatilla was a prominent 13th-century Spanish Kabbalist and author whose works, such as "Ginnat Egoz" and "Sha'arei Orah," systematized and popularized mystical interpretations of the Hebrew Bible and divine names.
-
B.
Joseph Ngwenya
Joseph Ngwenya is a Zimbabwean former professional footballer best known as a forward in Major League Soccer, including scoring for the Houston Dynamo in the 2007 MLS Cup final.
-
C.
Olara Otunnu
Olara Otunnu is a Ugandan diplomat, lawyer, and human rights advocate known for his work on behalf of war-affected children and his leadership roles at the United Nations.
-
D.
Habiba Akumu Nyanjoga
Habiba Akumu Nyanjoga was a Kenyan woman of the Luo ethnic group best known as the paternal grandmother of former U.S. President Barack Obama.
-
E.
Rosemary Kariuki
Rosemary Kariuki is a Kenyan-born Australian community leader and advocate for migrant and refugee women, recognized for her work supporting vulnerable communities and promoting social inclusion.
- 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: Jacob Mudenda Triple: [National Assembly of Zimbabwe, currentSpeaker, Jacob Mudenda]
Generated description
Jacob Mudenda is a Zimbabwean politician and lawyer who serves as the Speaker of the National Assembly and is a prominent member of the ruling ZANU–PF party.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jacob Mudenda Target entity description: Jacob Mudenda is a Zimbabwean politician and lawyer who serves as the Speaker of the National Assembly and is a prominent member of the ruling ZANU–PF party.
-
A.
Joseph Gikatilla
Joseph Gikatilla was a prominent 13th-century Spanish Kabbalist and author whose works, such as "Ginnat Egoz" and "Sha'arei Orah," systematized and popularized mystical interpretations of the Hebrew Bible and divine names.
-
B.
Joseph Ngwenya
Joseph Ngwenya is a Zimbabwean former professional footballer best known as a forward in Major League Soccer, including scoring for the Houston Dynamo in the 2007 MLS Cup final.
-
C.
Olara Otunnu
Olara Otunnu is a Ugandan diplomat, lawyer, and human rights advocate known for his work on behalf of war-affected children and his leadership roles at the United Nations.
-
D.
Habiba Akumu Nyanjoga
Habiba Akumu Nyanjoga was a Kenyan woman of the Luo ethnic group best known as the paternal grandmother of former U.S. President Barack Obama.
-
E.
Rosemary Kariuki
Rosemary Kariuki is a Kenyan-born Australian community leader and advocate for migrant and refugee women, recognized for her work supporting vulnerable communities and promoting social inclusion.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: currentSpeaker Context triple: [National Assembly of Zimbabwe, currentSpeaker, Jacob Mudenda]
-
A.
hasMainSpeaker
chosen
Indicates that one entity serves as the primary or principal speaker associated with another entity, such as an event, recording, or presentation.
-
B.
succeededAsSpeakerBy
Indicates that one entity took over the role or position of speaker from another entity as their successor.
-
C.
spokeAt
Indicates that a person delivered a talk, speech, or presentation at a particular event or location.
-
D.
currentName
Indicates the present or most recently assigned name associated with an entity.
-
E.
currentRuler
Indicates that one entity is the present reigning ruler or head of state of another entity (such as a country, region, or polity).
- F. None of above.
Provenance (6 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_69a2e7f47dd08190a4e294ccbbe46cd4 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ec2974988190a1d6316cbb5159c8 |
completed | Feb. 28, 2026, 1:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3f4ded68c8190b6951c03fd75c404 |
completed | March 1, 2026, 8:12 a.m. |
| NEDg | Description generation | batch_69a3f5551aa4819083d49c02c5685fbd |
completed | March 1, 2026, 8:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3f5af51448190b77b55c0f8620419 |
completed | March 1, 2026, 8:15 a.m. |
| PD | Predicate disambiguation | batch_69a2e96351cc8190a55adf95f8c27e9e |
completed | Feb. 28, 2026, 1:10 p.m. |
Created at: Feb. 28, 2026, 1:08 p.m.