Triple

T9251835
Position Surface form Disambiguated ID Type / Status
Subject Second Chadian Civil War E222343 entity
Predicate opponent P437 FINISHED
Object 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.
E787655 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: United Front for Democratic Change | Statement: [Second Chadian Civil War, opponent, United Front for Democratic Change]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United Front for Democratic Change
Context triple: [Second Chadian Civil War, opponent, United Front for Democratic Change]
  • A. United National Movement
    The United National Movement is a major pro-Western political party in Georgia known for leading the Rose Revolution and implementing sweeping reforms under Mikheil Saakashvili’s leadership.
  • B. Patriotic Front
    The Patriotic Front was a coalition of Zimbabwean nationalist movements that led the armed struggle against white-minority rule in Rhodesia and negotiated the country’s transition to independence.
  • C. National Union for Democratic Progress
    The National Union for Democratic Progress is a Liberian political party founded and led by former warlord-turned-politician Prince Johnson.
  • D. National Democratic Movement
    The National Democratic Movement was a South African political party that served as an earlier formation in the country’s centrist-liberal opposition landscape before the rise of the modern Democratic Party.
  • E. National Social Democratic Front
    The National Social Democratic Front was a major conservative, anti-communist political alliance in South Vietnam that supported the regime of President Nguyễn Văn Thiệu during the Vietnam War era.
  • 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: United Front for Democratic Change
Triple: [Second Chadian Civil War, opponent, United Front for Democratic Change]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United Front for Democratic Change
Target entity description: 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.
  • A. United National Movement
    The United National Movement is a major pro-Western political party in Georgia known for leading the Rose Revolution and implementing sweeping reforms under Mikheil Saakashvili’s leadership.
  • B. Patriotic Front
    The Patriotic Front was a coalition of Zimbabwean nationalist movements that led the armed struggle against white-minority rule in Rhodesia and negotiated the country’s transition to independence.
  • C. National Union for Democratic Progress
    The National Union for Democratic Progress is a Liberian political party founded and led by former warlord-turned-politician Prince Johnson.
  • D. National Democratic Movement
    The National Democratic Movement was a South African political party that served as an earlier formation in the country’s centrist-liberal opposition landscape before the rise of the modern Democratic Party.
  • E. National Social Democratic Front
    The National Social Democratic Front was a major conservative, anti-communist political alliance in South Vietnam that supported the regime of President Nguyễn Văn Thiệu during the Vietnam War era.
  • 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.