Triple

T2535771
Position Surface form Disambiguated ID Type / Status
Subject Government of Ghana E56264 entity
Predicate securityAgency P1429 FINISHED
Object Ghana Immigration Service
The Ghana Immigration Service is the state agency responsible for regulating immigration, enforcing border control, and managing the entry and residence of foreigners in Ghana.
 E274018 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: Ghana Immigration Service | Statement: [Government of Ghana, securityAgency, Ghana Immigration Service]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ghana Immigration Service
Context triple: [Government of Ghana, securityAgency, Ghana Immigration Service]
  • A. Nigeria Immigration Service
    The Nigeria Immigration Service is the federal agency responsible for immigration control, passport issuance, and border security in Nigeria.
  • B. Ghana Museums and Monuments Board
    The Ghana Museums and Monuments Board is the state agency responsible for preserving, managing, and promoting Ghana’s museums, historic sites, and cultural heritage monuments.
  • C. 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.
  • D. Government of Ghana
    The Government of Ghana is the central governing authority of the Republic of Ghana, responsible for national administration, policymaking, and management of public resources and institutions.
  • E. Nigeria Customs Service
    The Nigeria Customs Service is the federal agency responsible for collecting customs revenue, facilitating trade, and enforcing import and export regulations at Nigeria’s borders.
  • 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: Ghana Immigration Service
Triple: [Government of Ghana, securityAgency, Ghana Immigration Service]
Generated description
The Ghana Immigration Service is the state agency responsible for regulating immigration, enforcing border control, and managing the entry and residence of foreigners in Ghana.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ghana Immigration Service
Target entity description: The Ghana Immigration Service is the state agency responsible for regulating immigration, enforcing border control, and managing the entry and residence of foreigners in Ghana.
  • A. Nigeria Immigration Service
    The Nigeria Immigration Service is the federal agency responsible for immigration control, passport issuance, and border security in Nigeria.
  • B. Ghana Museums and Monuments Board
    The Ghana Museums and Monuments Board is the state agency responsible for preserving, managing, and promoting Ghana’s museums, historic sites, and cultural heritage monuments.
  • C. 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.
  • D. Government of Ghana
    The Government of Ghana is the central governing authority of the Republic of Ghana, responsible for national administration, policymaking, and management of public resources and institutions.
  • E. Nigeria Customs Service
    The Nigeria Customs Service is the federal agency responsible for collecting customs revenue, facilitating trade, and enforcing import and export regulations at Nigeria’s borders.
  • 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_69ab4a49b6508190bc467fbef4bac334 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd2965fe08190a4aedaf636076241 completed March 7, 2026, 7:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69af2bbf248481908f588bc1cf46d168 completed March 9, 2026, 8:21 p.m.
NEDg Description generation batch_69af43444ba481909311e86f5ab3a2c9 completed March 9, 2026, 10:01 p.m.
NED2 Entity disambiguation (via description) batch_69af43a2055c8190906a984afe0298c9 completed March 9, 2026, 10:03 p.m.
Created at: March 6, 2026, 9:47 p.m.