Triple
T20777601
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Republican Forces of Côte d’Ivoire |
E511393
|
entity |
| Predicate | primaryOpponent |
P437
|
FINISHED |
| Object | forces loyal to Laurent Gbagbo |
—
|
NE NERFINISHED |
How this triple was built (2 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: forces loyal to Laurent Gbagbo | Statement: [Republican Forces of Côte d’Ivoire, primaryOpponent, forces loyal to Laurent Gbagbo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: forces loyal to Laurent Gbagbo Context triple: [Republican Forces of Côte d’Ivoire, primaryOpponent, forces loyal to Laurent Gbagbo]
-
A.
pro-Gbagbo militias
chosen
Pro-Gbagbo militias were armed groups in Côte d'Ivoire that supported former President Laurent Gbagbo and fought on his side during the country's post-election crisis and civil conflict.
-
B.
Goukouni Oueddei’s forces
Goukouni Oueddei’s forces were the armed factions loyal to former Chadian president Goukouni Oueddei that played a central role in Chad’s civil wars and regional power struggles during the late 20th century.
-
C.
Republican Forces of Côte d’Ivoire
The Republican Forces of Côte d’Ivoire were the pro-Ouattara military coalition that emerged as the main government-aligned armed force during the latter stages of the Ivorian crisis and the Second Ivorian Civil War.
-
D.
M23 rebel group
The M23 rebel group is an armed insurgent movement that emerged in eastern Democratic Republic of the Congo, composed largely of former Congolese army mutineers and known for its involvement in regional conflict and human rights abuses.
-
E.
Guinean Armed Forces
The Guinean Armed Forces are the national military of Guinea, responsible for the country’s defense and regional security operations.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0b4cac7a48190a715cb3d545df2b4 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c26d34bc81908bb22087d434322d |
completed | April 21, 2026, 12:18 a.m. |
Created at: April 16, 2026, 12:37 p.m.