Triple

T5336567

Position	Surface form	Disambiguated ID	Type / Status
Subject	Second Ivorian Civil War	`E123840`	entity
Predicate	belligerent	`P375`	FINISHED
Object	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.	`E511393`	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: Republican Forces of Côte d’Ivoire | Statement: [Second Ivorian Civil War, belligerent, Republican Forces of Côte d’Ivoire]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Republican Forces of Côte d’Ivoire
Context triple: [Second Ivorian Civil War, belligerent, Republican Forces of Côte d’Ivoire]

A. Armed Forces of Liberia
The Armed Forces of Liberia is the national military of Liberia, historically involved in the country’s civil conflicts and now focused on defense, peacekeeping, and supporting national stability.
B. Malian Armed Forces
The Malian Armed Forces are the national military of Mali, responsible for defending the country’s sovereignty and conducting internal security and counterinsurgency operations.
C. Malian National Guard
The Malian National Guard is a branch of Mali’s security forces responsible for internal security, territorial defense, and support to civil authorities, including maintaining public order and protecting key institutions.
D. Ivory Coast Air Force
The Ivory Coast Air Force is the aerial warfare branch of Côte d'Ivoire's military, responsible for defending the nation's airspace and providing air support to its armed forces.
E. Republican Guard of Mali
The Republican Guard of Mali is an elite military unit responsible for protecting the Malian president, key government institutions, and performing ceremonial duties.
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: Republican Forces of Côte d’Ivoire
Triple: [Second Ivorian Civil War, belligerent, Republican Forces of Côte d’Ivoire]

Generated description

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.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Republican Forces of Côte d’Ivoire
Target entity description: 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.

A. Armed Forces of Liberia
The Armed Forces of Liberia is the national military of Liberia, historically involved in the country’s civil conflicts and now focused on defense, peacekeeping, and supporting national stability.
B. Malian Armed Forces
The Malian Armed Forces are the national military of Mali, responsible for defending the country’s sovereignty and conducting internal security and counterinsurgency operations.
C. Malian National Guard
The Malian National Guard is a branch of Mali’s security forces responsible for internal security, territorial defense, and support to civil authorities, including maintaining public order and protecting key institutions.
D. Ivory Coast Air Force
The Ivory Coast Air Force is the aerial warfare branch of Côte d'Ivoire's military, responsible for defending the nation's airspace and providing air support to its armed forces.
E. Republican Guard of Mali
The Republican Guard of Mali is an elite military unit responsible for protecting the Malian president, key government institutions, and performing ceremonial duties.
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_69bd464b07f8819095aa76577c9829e4`	completed	March 20, 2026, 1:06 p.m.
NER	Named-entity recognition	`batch_69bd85b104c081908b81236a0142e1c8`	completed	March 20, 2026, 5:36 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69bf18c1e1f88190a47489a9491eaf08`	completed	March 21, 2026, 10:16 p.m.
NEDg	Description generation	`batch_69bf199394e08190948f70a9884a39b6`	completed	March 21, 2026, 10:20 p.m.
NED2	Entity disambiguation (via description)	`batch_69bf19f186bc81908e378f61100417a9`	completed	March 21, 2026, 10:21 p.m.

Created at: March 20, 2026, 2 p.m.