Triple

T16820674

Position	Surface form	Disambiguated ID	Type / Status
Subject	Peñas Blancas border crossing with Nicaragua	`E408880`	entity
Predicate	borderControlAuthority	`P36604`	FINISHED
Object	Costa Rican immigration authorities Costa Rican immigration authorities are the national government agency responsible for regulating and overseeing the entry, stay, and exit of people across Costa Rica’s borders.	`E1235278`	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: Costa Rican immigration authorities | Statement: [Peñas Blancas border crossing with Nicaragua, borderControlAuthority, Costa Rican immigration authorities]

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

Target entity: Costa Rican immigration authorities
Context triple: [Peñas Blancas border crossing with Nicaragua, borderControlAuthority, Costa Rican immigration authorities]

A. Guatemalan immigration authorities
Guatemalan immigration authorities are the government agencies of Guatemala responsible for regulating migration, border control, and the entry and exit of people in and out of the country.
B. Mexican immigration authorities
Mexican immigration authorities are the government agencies of Mexico responsible for regulating migration, enforcing immigration laws, and overseeing the movement of people across the country’s borders.
C. Ministry of Public Security of Costa Rica
The Ministry of Public Security of Costa Rica is the national government body responsible for overseeing public safety, law enforcement, and internal security throughout the country.
D. National Border Service of Panama
The National Border Service of Panama is the country’s specialized security force responsible for protecting and monitoring its land borders and adjacent areas.
E. Superintendencia Nacional de Migraciones
The Superintendencia Nacional de Migraciones is Peru’s national immigration authority responsible for managing migration policies, documentation, and control of entry and exit of people in the country.
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: Costa Rican immigration authorities
Triple: [Peñas Blancas border crossing with Nicaragua, borderControlAuthority, Costa Rican immigration authorities]

Generated description

Costa Rican immigration authorities are the national government agency responsible for regulating and overseeing the entry, stay, and exit of people across Costa Rica’s borders.

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

Target entity: Costa Rican immigration authorities
Target entity description: Costa Rican immigration authorities are the national government agency responsible for regulating and overseeing the entry, stay, and exit of people across Costa Rica’s borders.

A. Guatemalan immigration authorities
Guatemalan immigration authorities are the government agencies of Guatemala responsible for regulating migration, border control, and the entry and exit of people in and out of the country.
B. Mexican immigration authorities
Mexican immigration authorities are the government agencies of Mexico responsible for regulating migration, enforcing immigration laws, and overseeing the movement of people across the country’s borders.
C. Ministry of Public Security of Costa Rica
The Ministry of Public Security of Costa Rica is the national government body responsible for overseeing public safety, law enforcement, and internal security throughout the country.
D. National Border Service of Panama
The National Border Service of Panama is the country’s specialized security force responsible for protecting and monitoring its land borders and adjacent areas.
E. Superintendencia Nacional de Migraciones
The Superintendencia Nacional de Migraciones is Peru’s national immigration authority responsible for managing migration policies, documentation, and control of entry and exit of people in the country.
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_69d88394566c8190b3dcbdc72935f7fa`	completed	April 10, 2026, 4:59 a.m.
NER	Named-entity recognition	`batch_69e3b2e6b59c8190ad562a80e71ce54c`	completed	April 18, 2026, 4:35 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a00b29a3854819099eed580eea5d84d`	completed	May 10, 2026, 4:30 p.m.
NEDg	Description generation	`batch_6a00b32d2a588190b59bad56f8817bce`	completed	May 10, 2026, 4:32 p.m.
NED2	Entity disambiguation (via description)	`batch_6a00b3d14b3c819081f435777f47eca3`	completed	May 10, 2026, 4:35 p.m.

Created at: April 10, 2026, 5:23 a.m.