Triple

T9230984

Position	Surface form	Disambiguated ID	Type / Status
Subject	Council of Ministers of Panama	`E221813`	entity
Predicate	includes	`P1393`	FINISHED
Object	Minister of Public Works of Panama The Minister of Public Works of Panama is the government official responsible for planning, developing, and maintaining the country’s public infrastructure, including roads, bridges, and other civil works.	`E786453`	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: Minister of Public Works of Panama | Statement: [Council of Ministers of Panama, includes, Minister of Public Works of Panama]

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

Target entity: Minister of Public Works of Panama
Context triple: [Council of Ministers of Panama, includes, Minister of Public Works of Panama]

A. Vice President of Panama
The Vice President of Panama is the second-highest executive official in the country, responsible for assisting the president and assuming presidential duties when necessary.
B. President of Panama
The President of Panama is the country’s chief executive, responsible for leading the national government and representing Panama both domestically and internationally.
C. Council of Ministers of Panama
The Council of Ministers of Panama is the central executive decision-making body that assists the President in directing national policy and administering the government.
D. Minister of Transport and Public Works of Ecuador
The Minister of Transport and Public Works of Ecuador is the government official responsible for national transportation policy, infrastructure development, and public works administration in the country.
E. Minister of Construction of Cuba
The Minister of Construction of Cuba is the government official responsible for directing national construction policy, infrastructure development, and building projects within the Cuban state.
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: Minister of Public Works of Panama
Triple: [Council of Ministers of Panama, includes, Minister of Public Works of Panama]

Generated description

The Minister of Public Works of Panama is the government official responsible for planning, developing, and maintaining the country’s public infrastructure, including roads, bridges, and other civil works.

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

Target entity: Minister of Public Works of Panama
Target entity description: The Minister of Public Works of Panama is the government official responsible for planning, developing, and maintaining the country’s public infrastructure, including roads, bridges, and other civil works.

A. Vice President of Panama
The Vice President of Panama is the second-highest executive official in the country, responsible for assisting the president and assuming presidential duties when necessary.
B. President of Panama
The President of Panama is the country’s chief executive, responsible for leading the national government and representing Panama both domestically and internationally.
C. Council of Ministers of Panama
The Council of Ministers of Panama is the central executive decision-making body that assists the President in directing national policy and administering the government.
D. Minister of Transport and Public Works of Ecuador
The Minister of Transport and Public Works of Ecuador is the government official responsible for national transportation policy, infrastructure development, and public works administration in the country.
E. Minister of Construction of Cuba
The Minister of Construction of Cuba is the government official responsible for directing national construction policy, infrastructure development, and building projects within the Cuban state.
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_69ca83ed628c8190bc02d641e57f097f`	completed	March 30, 2026, 2:08 p.m.
NER	Named-entity recognition	`batch_69ccee190204819096b38270a0abc116`	completed	April 1, 2026, 10:06 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d077b0ed7c8190a7e8b95091033507`	completed	April 4, 2026, 2:30 a.m.
NEDg	Description generation	`batch_69d0787b68ac819094acdec0ad7462ac`	completed	April 4, 2026, 2:33 a.m.
NED2	Entity disambiguation (via description)	`batch_69d07900c7588190869c26dc76fe97e7`	completed	April 4, 2026, 2:35 a.m.

Created at: March 30, 2026, 7:29 p.m.