Triple

T2066975
Position Surface form Disambiguated ID Type / Status
Subject Mexican immigration authorities E45923 entity
Predicate cooperatesWith P435 FINISHED
Object 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.
E232206 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: Guatemalan immigration authorities | Statement: [Mexican immigration authorities, cooperatesWith, Guatemalan immigration authorities]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Guatemalan immigration authorities
Context triple: [Mexican immigration authorities, cooperatesWith, Guatemalan immigration 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. Guatemalan Americans
    Guatemalan Americans are U.S. residents or citizens of Guatemalan origin, known for their rich Mayan and mestizo cultural heritage and growing communities particularly in states like California, Texas, and New York.
  • C. 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.
  • D. General Directorate of Passports, Immigration and Nationality
    The General Directorate of Passports, Immigration and Nationality is the Egyptian government authority responsible for managing passports, visas, residency permits, and nationality affairs.
  • E. Government of Guatemala
    The Government of Guatemala is the central political authority of the Republic of Guatemala, responsible for national administration, lawmaking, and public policy through its executive, legislative, and judicial branches.
  • 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: Guatemalan immigration authorities
Triple: [Mexican immigration authorities, cooperatesWith, Guatemalan immigration authorities]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Guatemalan immigration authorities
Target entity description: 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.
  • 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. Guatemalan Americans
    Guatemalan Americans are U.S. residents or citizens of Guatemalan origin, known for their rich Mayan and mestizo cultural heritage and growing communities particularly in states like California, Texas, and New York.
  • C. 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.
  • D. General Directorate of Passports, Immigration and Nationality
    The General Directorate of Passports, Immigration and Nationality is the Egyptian government authority responsible for managing passports, visas, residency permits, and nationality affairs.
  • E. Government of Guatemala
    The Government of Guatemala is the central political authority of the Republic of Guatemala, responsible for national administration, lawmaking, and public policy through its executive, legislative, and judicial branches.
  • 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_69a8891b38288190abd572ccad9b6928 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb9f236f08190b602d337afb1880f completed March 7, 2026, 5:38 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae2722b5048190a78978a64167cda2 completed March 9, 2026, 1:49 a.m.
NEDg Description generation batch_69ae29897e3081908e7b981224edc96e completed March 9, 2026, 1:59 a.m.
NED2 Entity disambiguation (via description) batch_69ae29f834d481908d96b0cf9fe10605 completed March 9, 2026, 2:01 a.m.
Created at: March 4, 2026, 7:40 p.m.