Triple

T8431373
Position Surface form Disambiguated ID Type / Status
Subject Queen of Katwe E199121 entity
Predicate starredActor P5563 FINISHED
Object Madina Nalwanga
Madina Nalwanga is a Ugandan actress best known for her breakout role as chess prodigy Phiona Mutesi in the biographical drama film "Queen of Katwe."
E732723 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: Madina Nalwanga | Statement: [Queen of Katwe, starredActor, Madina Nalwanga]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Madina Nalwanga
Context triple: [Queen of Katwe, starredActor, Madina Nalwanga]
  • A. 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.
  • B. Grace Wanjiku
    Grace Wanjiku was a Kenyan woman best known as one of the wives of Jomo Kenyatta, Kenya’s first president and a leading figure in the country’s independence movement.
  • C. 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.
  • D. 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.
  • E. Amanya Mushega
    Amanya Mushega is a Ugandan lawyer, academic, and politician who served as a key regional leader in East African integration efforts.
  • 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: Madina Nalwanga
Triple: [Queen of Katwe, starredActor, Madina Nalwanga]
Generated description
Madina Nalwanga is a Ugandan actress best known for her breakout role as chess prodigy Phiona Mutesi in the biographical drama film "Queen of Katwe."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Madina Nalwanga
Target entity description: Madina Nalwanga is a Ugandan actress best known for her breakout role as chess prodigy Phiona Mutesi in the biographical drama film "Queen of Katwe."
  • A. 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.
  • B. Grace Wanjiku
    Grace Wanjiku was a Kenyan woman best known as one of the wives of Jomo Kenyatta, Kenya’s first president and a leading figure in the country’s independence movement.
  • C. 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.
  • D. 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.
  • E. Amanya Mushega
    Amanya Mushega is a Ugandan lawyer, academic, and politician who served as a key regional leader in East African integration efforts.
  • 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_69ca8313c99081909a5c6d83b91de5b3 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbd1a4876c81908d5a708bb1f35683 completed March 31, 2026, 1:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce0380ed948190bdba247d67769ade completed April 2, 2026, 5:49 a.m.
NEDg Description generation batch_69ce07851c4081909a9468a386035bb2 completed April 2, 2026, 6:07 a.m.
NED2 Entity disambiguation (via description) batch_69ce07ec00248190bb10fee54265c7f9 completed April 2, 2026, 6:08 a.m.
Created at: March 30, 2026, 6:07 p.m.