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.