Triple

T10307886
Position Surface form Disambiguated ID Type / Status
Subject 2011 Ugandan general election E241811 entity
Predicate mainOppositionParty P15297 FINISHED
Object Forum for Democratic Change
Forum for Democratic Change is a major Ugandan opposition political party known for challenging the long-standing rule of President Yoweri Museveni and the National Resistance Movement.
E854431 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: Forum for Democratic Change | Statement: [2011 Ugandan general election, mainOppositionParty, Forum for Democratic Change]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Forum for Democratic Change
Context triple: [2011 Ugandan general election, mainOppositionParty, Forum for Democratic Change]
  • A. Congress for Democratic Change
    The Congress for Democratic Change is a major Liberian political party known for its strong opposition role and association with former football star and later president George Weah.
  • B. United Front for Democratic Change
    The United Front for Democratic Change was a Chadian rebel coalition that sought to overthrow President Idriss Déby and played a major role in the country’s mid-2000s insurgencies.
  • C. Movement for Democratic Change
    The Movement for Democratic Change is a major Zimbabwean opposition political party formed in 1999 to challenge the long-ruling ZANU–PF and advocate for democratic reforms and human rights.
  • D. Rally of Forces for Change
    The Rally of Forces for Change is a Chadian rebel group that opposed President Idriss Déby’s government during the country’s internal conflicts.
  • E. Alliance for Democracy
    The Alliance for Democracy is a Nigerian political party historically associated with progressive, pro-democracy politics and strong support in the country’s southwest region.
  • 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: Forum for Democratic Change
Triple: [2011 Ugandan general election, mainOppositionParty, Forum for Democratic Change]
Generated description
Forum for Democratic Change is a major Ugandan opposition political party known for challenging the long-standing rule of President Yoweri Museveni and the National Resistance Movement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Forum for Democratic Change
Target entity description: Forum for Democratic Change is a major Ugandan opposition political party known for challenging the long-standing rule of President Yoweri Museveni and the National Resistance Movement.
  • A. Congress for Democratic Change
    The Congress for Democratic Change is a major Liberian political party known for its strong opposition role and association with former football star and later president George Weah.
  • B. United Front for Democratic Change
    The United Front for Democratic Change was a Chadian rebel coalition that sought to overthrow President Idriss Déby and played a major role in the country’s mid-2000s insurgencies.
  • C. Movement for Democratic Change
    The Movement for Democratic Change is a major Zimbabwean opposition political party formed in 1999 to challenge the long-ruling ZANU–PF and advocate for democratic reforms and human rights.
  • D. Rally of Forces for Change
    The Rally of Forces for Change is a Chadian rebel group that opposed President Idriss Déby’s government during the country’s internal conflicts.
  • E. Alliance for Democracy
    The Alliance for Democracy is a Nigerian political party historically associated with progressive, pro-democracy politics and strong support in the country’s southwest region.
  • 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_69d381ac38808190a8ca7457c85b625b completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d328272c8190a3548d7f7f38cfc4 completed April 7, 2026, 9:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69d71d6867488190bc41eeec7666af38 completed April 9, 2026, 3:30 a.m.
NEDg Description generation batch_69d73185266481909e79eddc33469d8d completed April 9, 2026, 4:56 a.m.
NED2 Entity disambiguation (via description) batch_69d73279922c8190b616e1a61df4d227 completed April 9, 2026, 5 a.m.
Created at: April 6, 2026, 11:46 a.m.