Triple

T10369500
Position Surface form Disambiguated ID Type / Status
Subject 2021 Ugandan general election E244339 entity
Predicate candidate P1223 FINISHED
Object Patrick Oboi Amuriat
Patrick Oboi Amuriat is a Ugandan engineer and opposition politician who leads the Forum for Democratic Change (FDC) party and has been a prominent critic of President Yoweri Museveni’s government.
E861466 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: Patrick Oboi Amuriat | Statement: [2021 Ugandan general election, candidate, Patrick Oboi Amuriat]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Patrick Oboi Amuriat
Context triple: [2021 Ugandan general election, candidate, Patrick Oboi Amuriat]
  • A. Collins Obuya
    Collins Obuya is a Kenyan cricketer best known as a leg-spinning all-rounder who rose to prominence with standout performances in the 2003 Cricket World Cup.
  • B. 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.
  • C. Samuel Minkio Bamba
    Samuel Minkio Bamba is a Cameroonian lyricist best known for writing the words to Cameroon’s national anthem, "O Cameroon, Cradle of Our Forefathers."
  • D. Wilton Sankawulo
    Wilton Sankawulo was a prominent Liberian writer, educator, and politician who served as Chairman of the Interim Government of National Unity during Liberia’s civil conflict.
  • E. 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.
  • 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: Patrick Oboi Amuriat
Triple: [2021 Ugandan general election, candidate, Patrick Oboi Amuriat]
Generated description
Patrick Oboi Amuriat is a Ugandan engineer and opposition politician who leads the Forum for Democratic Change (FDC) party and has been a prominent critic of President Yoweri Museveni’s government.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Patrick Oboi Amuriat
Target entity description: Patrick Oboi Amuriat is a Ugandan engineer and opposition politician who leads the Forum for Democratic Change (FDC) party and has been a prominent critic of President Yoweri Museveni’s government.
  • A. Collins Obuya
    Collins Obuya is a Kenyan cricketer best known as a leg-spinning all-rounder who rose to prominence with standout performances in the 2003 Cricket World Cup.
  • B. 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.
  • C. Samuel Minkio Bamba
    Samuel Minkio Bamba is a Cameroonian lyricist best known for writing the words to Cameroon’s national anthem, "O Cameroon, Cradle of Our Forefathers."
  • D. Wilton Sankawulo
    Wilton Sankawulo was a prominent Liberian writer, educator, and politician who served as Chairman of the Interim Government of National Unity during Liberia’s civil conflict.
  • E. 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.
  • 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_69d381b3e328819094b23b8edcd29b5a completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e9725fa08190816bedf0acefbc2a completed April 7, 2026, 11:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69d7fb8e96e081908282bb0f82719abe completed April 9, 2026, 7:18 p.m.
NEDg Description generation batch_69d822d303888190aa556287b3b1cc03 completed April 9, 2026, 10:06 p.m.
NED2 Entity disambiguation (via description) batch_69d859b05a3881908c97cb173d160e44 completed April 10, 2026, 2 a.m.
Created at: April 6, 2026, 12:01 p.m.