Triple

T1014493

Position	Surface form	Disambiguated ID	Type / Status
Subject	United Nations Operation in Côte d’Ivoire	`E21899`	entity
Predicate	cooperatedWith	`P435`	FINISHED
Object	French forces in Côte d’Ivoire French forces in Côte d’Ivoire were a military contingent deployed by France to stabilize the country during its civil conflict and support international peacekeeping efforts.	`E120991`	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: French forces in Côte d’Ivoire | Statement: [United Nations Operation in Côte d’Ivoire, cooperatedWith, French forces in Côte d’Ivoire]

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

Target entity: French forces in Côte d’Ivoire
Context triple: [United Nations Operation in Côte d’Ivoire, cooperatedWith, French forces in Côte d’Ivoire]

A. United Nations Operation in Côte d’Ivoire
The United Nations Operation in Côte d’Ivoire (UNOCI) was a UN peacekeeping mission established to help stabilize the country, support the implementation of peace agreements, and assist in organizing elections following the Ivorian civil conflict.
B. Operation Serval
Operation Serval was a 2013 French-led military intervention in Mali aimed at halting Islamist militant advances and stabilizing the country.
C. 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.
D. Free French Forces
The Free French Forces were the military units that continued to fight against the Axis powers under Charles de Gaulle’s leadership after France’s 1940 defeat, drawing volunteers from metropolitan France and its colonies.
E. Vichy French forces
Vichy French forces were the military units loyal to the collaborationist Vichy regime in France during World War II, which fought against Allied and Free French forces in several theaters, including the Middle East and North Africa.
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: French forces in Côte d’Ivoire
Triple: [United Nations Operation in Côte d’Ivoire, cooperatedWith, French forces in Côte d’Ivoire]

Generated description

French forces in Côte d’Ivoire were a military contingent deployed by France to stabilize the country during its civil conflict and support international peacekeeping efforts.

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

Target entity: French forces in Côte d’Ivoire
Target entity description: French forces in Côte d’Ivoire were a military contingent deployed by France to stabilize the country during its civil conflict and support international peacekeeping efforts.

A. United Nations Operation in Côte d’Ivoire
The United Nations Operation in Côte d’Ivoire (UNOCI) was a UN peacekeeping mission established to help stabilize the country, support the implementation of peace agreements, and assist in organizing elections following the Ivorian civil conflict.
B. Operation Serval
Operation Serval was a 2013 French-led military intervention in Mali aimed at halting Islamist militant advances and stabilizing the country.
C. 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.
D. Free French Forces
The Free French Forces were the military units that continued to fight against the Axis powers under Charles de Gaulle’s leadership after France’s 1940 defeat, drawing volunteers from metropolitan France and its colonies.
E. Vichy French forces
Vichy French forces were the military units loyal to the collaborationist Vichy regime in France during World War II, which fought against Allied and Free French forces in several theaters, including the Middle East and North Africa.
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_69a493c68e24819080ed0ee8bcfd5ce0`	completed	March 1, 2026, 7:30 p.m.
NER	Named-entity recognition	`batch_69a4b7be907c8190b5c6ea89257755a7`	completed	March 1, 2026, 10:03 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ac3baf80348190b6909cbd1fd40cb4`	completed	March 7, 2026, 2:52 p.m.
NEDg	Description generation	`batch_69ac3cb90e80819099cf5e0a795b0c6a`	completed	March 7, 2026, 2:56 p.m.
NED2	Entity disambiguation (via description)	`batch_69ac3d0fcdb88190b4c5e5ddf41e2716`	completed	March 7, 2026, 2:58 p.m.

Created at: March 1, 2026, 7:41 p.m.