Triple

T9251837
Position Surface form Disambiguated ID Type / Status
Subject Second Chadian Civil War E222343 entity
Predicate opponent P437 FINISHED
Object 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.
E787656 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: Rally of Forces for Change | Statement: [Second Chadian Civil War, opponent, Rally of Forces for Change]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rally of Forces for Change
Context triple: [Second Chadian Civil War, opponent, Rally of Forces for Change]
  • A. Egyptian Movement for Change
    The Egyptian Movement for Change, commonly known as the Kefaya movement, was a grassroots political protest movement that emerged in the early 2000s to oppose authoritarian rule and advocate for democratic reforms in Egypt.
  • B. 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.
  • C. Citizens Coalition for Change
    Citizens Coalition for Change is a Zimbabwean opposition political party formed as a successor to the Movement for Democratic Change, advocating democratic reforms and challenging the long-ruling ZANU–PF.
  • D. Fifth Republic Movement
    The Fifth Republic Movement was a Venezuelan left-wing political party founded by Hugo Chávez that championed Bolivarian socialism and led his rise to the presidency.
  • E. Coalition for Change
    Coalition for Change was a center-right political alliance in Chile that supported Sebastián Piñera and other conservative and liberal parties in national elections.
  • 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: Rally of Forces for Change
Triple: [Second Chadian Civil War, opponent, Rally of Forces for Change]
Generated description
The Rally of Forces for Change is a Chadian rebel group that opposed President Idriss Déby’s government during the country’s internal conflicts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rally of Forces for Change
Target entity description: The Rally of Forces for Change is a Chadian rebel group that opposed President Idriss Déby’s government during the country’s internal conflicts.
  • A. Egyptian Movement for Change
    The Egyptian Movement for Change, commonly known as the Kefaya movement, was a grassroots political protest movement that emerged in the early 2000s to oppose authoritarian rule and advocate for democratic reforms in Egypt.
  • B. 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.
  • C. Citizens Coalition for Change
    Citizens Coalition for Change is a Zimbabwean opposition political party formed as a successor to the Movement for Democratic Change, advocating democratic reforms and challenging the long-ruling ZANU–PF.
  • D. Fifth Republic Movement
    The Fifth Republic Movement was a Venezuelan left-wing political party founded by Hugo Chávez that championed Bolivarian socialism and led his rise to the presidency.
  • E. Coalition for Change
    Coalition for Change was a center-right political alliance in Chile that supported Sebastián Piñera and other conservative and liberal parties in national elections.
  • 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_69ca841d2b18819089f9faf5b2c2aec0 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd05fb1454819098f452846ca4ca61 completed April 1, 2026, 11:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0780650648190bc85452678268134 completed April 4, 2026, 2:31 a.m.
NEDg Description generation batch_69d080275cdc8190bb900671756bacb8 completed April 4, 2026, 3:06 a.m.
NED2 Entity disambiguation (via description) batch_69d080c936348190a3bfda72ff5ec5c0 completed April 4, 2026, 3:08 a.m.
Created at: March 30, 2026, 7:31 p.m.