Triple

T2321835

Position	Surface form	Disambiguated ID	Type / Status
Subject	Minister of Tourism of Cuba	`E48197`	entity
Predicate	collaboratesWith	`P37`	FINISHED
Object	Ministry of Transport of Cuba The Ministry of Transport of Cuba is the government body responsible for planning, regulating, and overseeing the country’s transportation systems and infrastructure across road, rail, air, and maritime sectors.	`E256214`	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: Ministry of Transport of Cuba | Statement: [Minister of Tourism of Cuba, collaboratesWith, Ministry of Transport of Cuba]

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

Target entity: Ministry of Transport of Cuba
Context triple: [Minister of Tourism of Cuba, collaboratesWith, Ministry of Transport of Cuba]

A. Ministry of Communications of Cuba
The Ministry of Communications of Cuba is the Cuban government body responsible for overseeing and regulating the country's telecommunications, postal services, and information and communication technologies.
B. Ministry of the Interior of Cuba
The Ministry of the Interior of Cuba is the Cuban government department responsible for internal security, law enforcement, and intelligence services.
C. 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.
D. 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.
E. Ministry of Foreign Affairs of Cuba
The Ministry of Foreign Affairs of Cuba is the government body responsible for directing the country’s foreign policy, managing diplomatic relations, and representing Cuba in international organizations and negotiations.
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: Ministry of Transport of Cuba
Triple: [Minister of Tourism of Cuba, collaboratesWith, Ministry of Transport of Cuba]

Generated description

The Ministry of Transport of Cuba is the government body responsible for planning, regulating, and overseeing the country’s transportation systems and infrastructure across road, rail, air, and maritime sectors.

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

Target entity: Ministry of Transport of Cuba
Target entity description: The Ministry of Transport of Cuba is the government body responsible for planning, regulating, and overseeing the country’s transportation systems and infrastructure across road, rail, air, and maritime sectors.

A. Ministry of Communications of Cuba
The Ministry of Communications of Cuba is the Cuban government body responsible for overseeing and regulating the country's telecommunications, postal services, and information and communication technologies.
B. Ministry of the Interior of Cuba
The Ministry of the Interior of Cuba is the Cuban government department responsible for internal security, law enforcement, and intelligence services.
C. 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.
D. 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.
E. Ministry of Foreign Affairs of Cuba
The Ministry of Foreign Affairs of Cuba is the government body responsible for directing the country’s foreign policy, managing diplomatic relations, and representing Cuba in international organizations and negotiations.
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.