Triple

T10086291
Position Surface form Disambiguated ID Type / Status
Subject Liberian general election, 2011 E215229 entity
Predicate mainOppositionCoalition P78166 FINISHED
Object Congress for Democratic Change–National Patriotic Party–Liberia People’s Party alliance
The Congress for Democratic Change–National Patriotic Party–Liberia People’s Party alliance was a major Liberian political coalition formed by three opposition parties to contest national elections and challenge the ruling establishment.
E840793 NE FINISHED

How this triple was built (5 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: Congress for Democratic Change–National Patriotic Party–Liberia People’s Party alliance | Statement: [Liberian general election, 2011, mainOppositionCoalition, Congress for Democratic Change–National Patriotic Party–Liberia People’s Party alliance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Congress for Democratic Change–National Patriotic Party–Liberia People’s Party alliance
Context triple: [Liberian general election, 2011, mainOppositionCoalition, Congress for Democratic Change–National Patriotic Party–Liberia People’s Party alliance]
  • A. All-Liberia Coalition Party
    The All-Liberia Coalition Party is a Liberian political party known for its association with former warlord and politician Alhaji G.V. Kromah and its participation in the country’s post-civil war electoral politics.
  • B. Liberians United for Reconciliation and Democracy
    Liberians United for Reconciliation and Democracy was a rebel group that fought to overthrow President Charles Taylor’s government during Liberia’s second civil war.
  • C. Movement for Democracy in Liberia
    The Movement for Democracy in Liberia was an opposition political group that resisted Charles Taylor’s authoritarian rule and advocated for democratic governance in Liberia.
  • D. National Patriotic Front of Liberia
    The National Patriotic Front of Liberia was a rebel group led by Charles Taylor that became a major faction in the First Liberian Civil War and played a central role in the country’s political upheaval in the early 1990s.
  • E. 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.
  • 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: Congress for Democratic Change–National Patriotic Party–Liberia People’s Party alliance
Triple: [Liberian general election, 2011, mainOppositionCoalition, Congress for Democratic Change–National Patriotic Party–Liberia People’s Party alliance]
Generated description
The Congress for Democratic Change–National Patriotic Party–Liberia People’s Party alliance was a major Liberian political coalition formed by three opposition parties to contest national elections and challenge the ruling establishment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Congress for Democratic Change–National Patriotic Party–Liberia People’s Party alliance
Target entity description: The Congress for Democratic Change–National Patriotic Party–Liberia People’s Party alliance was a major Liberian political coalition formed by three opposition parties to contest national elections and challenge the ruling establishment.
  • A. All-Liberia Coalition Party
    The All-Liberia Coalition Party is a Liberian political party known for its association with former warlord and politician Alhaji G.V. Kromah and its participation in the country’s post-civil war electoral politics.
  • B. Liberians United for Reconciliation and Democracy
    Liberians United for Reconciliation and Democracy was a rebel group that fought to overthrow President Charles Taylor’s government during Liberia’s second civil war.
  • C. Movement for Democracy in Liberia
    The Movement for Democracy in Liberia was an opposition political group that resisted Charles Taylor’s authoritarian rule and advocated for democratic governance in Liberia.
  • D. National Patriotic Front of Liberia
    The National Patriotic Front of Liberia was a rebel group led by Charles Taylor that became a major faction in the First Liberian Civil War and played a central role in the country’s political upheaval in the early 1990s.
  • E. 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.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: mainOppositionCoalition
Context triple: [Liberian general election, 2011, mainOppositionCoalition, Congress for Democratic Change–National Patriotic Party–Liberia People’s Party alliance]
  • A. hasOppositionCoalition chosen
    Indicates that a political entity faces an organized coalition of opposing parties or groups.
  • B. opposedPoliticalEntity
    Indicates that one political entity is in opposition or conflict with another in terms of policies, ideology, or power.
  • C. oppositionMovement
    Indicates a relationship where a group or entity actively resists, challenges, or seeks to change an existing authority, policy, regime, or dominant force.
  • D. notableOppositionParty
    Indicates that an entity is recognized as a significant or prominent opposition political party relative to a given political system or governing body.
  • E. hasOppositionParties
    Indicates that an entity (typically a government or ruling body) has one or more political parties that formally oppose or challenge its policies or authority.
  • F. None of above.

Provenance (6 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_69ca83a1eed081908b2e9580f2ebeea7 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cdd04745b48190a77c422eb76b6660 completed April 2, 2026, 2:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2b68b4dbc8190b0ada78fb29feffd completed April 5, 2026, 7:22 p.m.
NEDg Description generation batch_69d2b7901ea08190a48e984356bd3d71 completed April 5, 2026, 7:27 p.m.
NED2 Entity disambiguation (via description) batch_69d2b8813f9c8190a85462efb7a0a517 completed April 5, 2026, 7:31 p.m.
PD Predicate disambiguation batch_69cd4b97870481908f7a89df10d58a9e completed April 1, 2026, 4:45 p.m.
Created at: March 30, 2026, 9:01 p.m.