Triple

T2134444
Position Surface form Disambiguated ID Type / Status
Subject Laredo–Nuevo Laredo crossing E46616 entity
Predicate administeredBy P86 FINISHED
Object 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.
 E236051 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: Mexican customs authorities | Statement: [Laredo–Nuevo Laredo crossing, administeredBy, Mexican customs authorities]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mexican customs authorities
Context triple: [Laredo–Nuevo Laredo crossing, administeredBy, Mexican customs authorities]
  • A. 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.
  • B. French customs authorities
    French customs authorities were the state officials responsible for regulating and policing France’s borders and trade, particularly during the Napoleonic era.
  • C. British customs authorities
    British customs authorities were the government officials responsible for enforcing customs laws, collecting duties, and regulating trade in Britain.
  • D. U.S. Customs and Border Protection
    U.S. Customs and Border Protection is the federal law enforcement agency responsible for securing U.S. borders and regulating the flow of people and goods into and out of the country.
  • E. 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.
  • 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: Mexican customs authorities
Triple: [Laredo–Nuevo Laredo crossing, administeredBy, Mexican customs authorities]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mexican customs authorities
Target entity description: 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.
  • A. 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.
  • B. French customs authorities
    French customs authorities were the state officials responsible for regulating and policing France’s borders and trade, particularly during the Napoleonic era.
  • C. British customs authorities
    British customs authorities were the government officials responsible for enforcing customs laws, collecting duties, and regulating trade in Britain.
  • D. U.S. Customs and Border Protection
    U.S. Customs and Border Protection is the federal law enforcement agency responsible for securing U.S. borders and regulating the flow of people and goods into and out of the country.
  • E. 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.
  • 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_69a88a174ab48190a5db20c132e5dccf completed March 4, 2026, 7:37 p.m.
NER Named-entity recognition batch_69abbba24004819091ffb9440e8615fa completed March 7, 2026, 5:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae51aa86ec8190acf86ac6b26ce4f1 completed March 9, 2026, 4:50 a.m.
NEDg Description generation batch_69ae5279fb2c8190ac78023ad2974dfb completed March 9, 2026, 4:54 a.m.
NED2 Entity disambiguation (via description) batch_69ae52e94ef8819093b4070175a877e1 completed March 9, 2026, 4:56 a.m.
Created at: March 4, 2026, 7:44 p.m.