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.