Triple

T2084676
Position Surface form Disambiguated ID Type / Status
Subject Uganda People’s Congress E45321 entity
Predicate hasNotableMember P304 FINISHED
Object Grace Ibingira
Grace Ibingira was a prominent Ugandan lawyer and politician who played a key role in the country’s early post-independence politics and internal power struggles.
 E231972 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: Grace Ibingira | Statement: [Uganda People’s Congress, hasNotableMember, Grace Ibingira]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Grace Ibingira
Context triple: [Uganda People’s Congress, hasNotableMember, Grace Ibingira]
  • A. 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.
  • B. Evelyn Ntoko Mase
    Evelyn Ntoko Mase was a South African nurse and the first wife of Nelson Mandela, with whom she had four children before their marriage ended in divorce.
  • C. 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.
  • D. Yvonne Zima
    Yvonne Zima is an American actress known for her work as a child performer in films and television, including notable roles in 1990s thrillers and popular TV dramas.
  • E. Jane Benyo
    Jane Benyo is best known as the first wife of American rock musician Tom Petty, with whom she was married for over two decades.
  • 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: Grace Ibingira
Triple: [Uganda People’s Congress, hasNotableMember, Grace Ibingira]
Generated description
Grace Ibingira was a prominent Ugandan lawyer and politician who played a key role in the country’s early post-independence politics and internal power struggles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Grace Ibingira
Target entity description: Grace Ibingira was a prominent Ugandan lawyer and politician who played a key role in the country’s early post-independence politics and internal power struggles.
  • A. 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.
  • B. Evelyn Ntoko Mase
    Evelyn Ntoko Mase was a South African nurse and the first wife of Nelson Mandela, with whom she had four children before their marriage ended in divorce.
  • C. 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.
  • D. Yvonne Zima
    Yvonne Zima is an American actress known for her work as a child performer in films and television, including notable roles in 1990s thrillers and popular TV dramas.
  • E. Jane Benyo
    Jane Benyo is best known as the first wife of American rock musician Tom Petty, with whom she was married for over two decades.
  • 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_69a8891869c88190a02643e3bb746f59 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abba53d4488190a7d9eabcb6904e8e completed March 7, 2026, 5:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae273f8e3481908c45f1686072a95d completed March 9, 2026, 1:49 a.m.
NEDg Description generation batch_69ae29284a90819088ce2344b139e714 completed March 9, 2026, 1:58 a.m.
NED2 Entity disambiguation (via description) batch_69ae29c9b6ac8190a0256fb911afaf72 completed March 9, 2026, 2 a.m.
Created at: March 4, 2026, 7:41 p.m.