Triple

T2321826

Position	Surface form	Disambiguated ID	Type / Status
Subject	Minister of Tourism of Cuba	`E48197`	entity
Predicate	worksWith	`P398`	FINISHED
Object	Cuban tourism enterprises Cuban tourism enterprises are state-owned and joint-venture companies in Cuba that develop, manage, and promote the country’s tourism infrastructure and services, including hotels, resorts, and travel operations.	`E256212`	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: Cuban tourism enterprises | Statement: [Minister of Tourism of Cuba, worksWith, Cuban tourism enterprises]

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

Target entity: Cuban tourism enterprises
Context triple: [Minister of Tourism of Cuba, worksWith, Cuban tourism enterprises]

A. Ministry of Finance and Prices of Cuba
The Ministry of Finance and Prices of Cuba is the Cuban government body responsible for managing national fiscal policy, public finances, and state pricing regulations.
B. Cuban polyclinics
Cuban polyclinics are community-based primary healthcare centers in Cuba that provide comprehensive, preventive, and outpatient medical services to local populations as part of the country’s universal health system.
C. Hotel Nacional de Cuba
Hotel Nacional de Cuba is a historic and iconic luxury hotel in Havana, renowned for its distinctive architecture, prominent hilltop location overlooking the sea, and long association with celebrities, politicians, and major events in Cuban history.
D. Caribbean Tourism Organization
The Caribbean Tourism Organization is a regional body that promotes and develops sustainable tourism across Caribbean destinations on behalf of its member states.
E. Ministry of Energy and Mines of Cuba
The Ministry of Energy and Mines of Cuba is the Cuban government body responsible for formulating and implementing national policy on energy production, distribution, and mineral resources.
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: Cuban tourism enterprises
Triple: [Minister of Tourism of Cuba, worksWith, Cuban tourism enterprises]

Generated description

Cuban tourism enterprises are state-owned and joint-venture companies in Cuba that develop, manage, and promote the country’s tourism infrastructure and services, including hotels, resorts, and travel operations.

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

Target entity: Cuban tourism enterprises
Target entity description: Cuban tourism enterprises are state-owned and joint-venture companies in Cuba that develop, manage, and promote the country’s tourism infrastructure and services, including hotels, resorts, and travel operations.

A. Ministry of Finance and Prices of Cuba
The Ministry of Finance and Prices of Cuba is the Cuban government body responsible for managing national fiscal policy, public finances, and state pricing regulations.
B. Cuban polyclinics
Cuban polyclinics are community-based primary healthcare centers in Cuba that provide comprehensive, preventive, and outpatient medical services to local populations as part of the country’s universal health system.
C. Hotel Nacional de Cuba
Hotel Nacional de Cuba is a historic and iconic luxury hotel in Havana, renowned for its distinctive architecture, prominent hilltop location overlooking the sea, and long association with celebrities, politicians, and major events in Cuban history.
D. Caribbean Tourism Organization
The Caribbean Tourism Organization is a regional body that promotes and develops sustainable tourism across Caribbean destinations on behalf of its member states.
E. Ministry of Energy and Mines of Cuba
The Ministry of Energy and Mines of Cuba is the Cuban government body responsible for formulating and implementing national policy on energy production, distribution, and mineral resources.
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_69a88aa308a88190b0b86c011fda7fce`	completed	March 4, 2026, 7:40 p.m.
NER	Named-entity recognition	`batch_69abc6337e948190bb4860f7045914e1`	completed	March 7, 2026, 6:31 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ae896911908190b53954dbf854cc18`	completed	March 9, 2026, 8:48 a.m.
NEDg	Description generation	`batch_69ae8d2dcc8081908d4274b2287ff2b8`	completed	March 9, 2026, 9:04 a.m.
NED2	Entity disambiguation (via description)	`batch_69ae8d786a648190acf0a14e0d4a120c`	completed	March 9, 2026, 9:06 a.m.

Created at: March 4, 2026, 7:49 p.m.