Triple

T16820677

Position	Surface form	Disambiguated ID	Type / Status
Subject	Peñas Blancas border crossing with Nicaragua	`E408880`	entity
Predicate	customsAuthority	`P7676`	FINISHED
Object	Nicaraguan customs service The Nicaraguan customs service is the national government agency responsible for regulating and overseeing the import and export of goods, enforcing customs laws, and collecting related duties and taxes in Nicaragua.	`E1235280`	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: Nicaraguan customs service | Statement: [Peñas Blancas border crossing with Nicaragua, customsAuthority, Nicaraguan customs service]

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

Target entity: Nicaraguan customs service
Context triple: [Peñas Blancas border crossing with Nicaragua, customsAuthority, Nicaraguan customs service]

A. 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.
B. Mexican customs authorities
Mexican customs authorities are the government agencies of Mexico responsible for regulating and overseeing the import and export of goods, enforcing customs laws, and collecting related taxes and duties at border crossings and ports of entry.
C. Administraciones Generales de Aduanas
Administraciones Generales de Aduanas is the Mexican federal customs authority responsible for managing and controlling the country’s customs operations and enforcement.
D. Servicio Nacional de Aduanas de Chile
The Servicio Nacional de Aduanas de Chile is the Chilean government agency responsible for regulating and controlling the country’s customs operations, including the oversight of imports, exports, and border trade compliance.
E. Nicaraguan environmental authorities
Nicaraguan environmental authorities are the national government bodies responsible for regulating, managing, and protecting Nicaragua’s natural resources and ecosystems.
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: Nicaraguan customs service
Triple: [Peñas Blancas border crossing with Nicaragua, customsAuthority, Nicaraguan customs service]

Generated description

The Nicaraguan customs service is the national government agency responsible for regulating and overseeing the import and export of goods, enforcing customs laws, and collecting related duties and taxes in Nicaragua.

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

Target entity: Nicaraguan customs service
Target entity description: The Nicaraguan customs service is the national government agency responsible for regulating and overseeing the import and export of goods, enforcing customs laws, and collecting related duties and taxes in Nicaragua.

A. 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.
B. Mexican customs authorities
Mexican customs authorities are the government agencies of Mexico responsible for regulating and overseeing the import and export of goods, enforcing customs laws, and collecting related taxes and duties at border crossings and ports of entry.
C. Administraciones Generales de Aduanas
Administraciones Generales de Aduanas is the Mexican federal customs authority responsible for managing and controlling the country’s customs operations and enforcement.
D. Servicio Nacional de Aduanas de Chile
The Servicio Nacional de Aduanas de Chile is the Chilean government agency responsible for regulating and controlling the country’s customs operations, including the oversight of imports, exports, and border trade compliance.
E. Nicaraguan environmental authorities
Nicaraguan environmental authorities are the national government bodies responsible for regulating, managing, and protecting Nicaragua’s natural resources and ecosystems.
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.