Triple

T11555996
Position Surface form Disambiguated ID Type / Status
Subject Ghana Immigration Service E274018 entity
Predicate legalBasis P125 FINISHED
Object Ghana Immigration Service Act and related immigration legislation
The Ghana Immigration Service Act and related immigration legislation comprise the legal framework that establishes, regulates, and governs the operations, powers, and responsibilities of the Ghana Immigration Service in managing migration and border control 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 Act and related immigration legislation | Statement: [Ghana Immigration Service, legalBasis, Ghana Immigration Service Act and related immigration legislation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ghana Immigration Service Act and related immigration legislation
Context triple: [Ghana Immigration Service, legalBasis, Ghana Immigration Service Act and related immigration legislation]
  • A. 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.
  • B. Nigerian Immigration Act
    The Nigerian Immigration Act is the primary legislation that governs immigration control, entry, residence, and exit of persons in Nigeria, defining the powers and functions of the country’s immigration authorities.
  • C. Borders, Citizenship and Immigration Act 2009
    The Borders, Citizenship and Immigration Act 2009 is a UK law that overhauled immigration, border control, and citizenship provisions, strengthening the powers and duties of the UK Border Agency and reforming the path to British citizenship.
  • D. Immigration Act 1971
    The Immigration Act 1971 is a key UK law that established the modern framework for immigration control and the rights of entry and residence for people coming to or living in the United Kingdom.
  • E. African Passport and Free Movement of People
    African Passport and Free Movement of People is a flagship African Union initiative aimed at enabling visa-free travel and greater mobility for African citizens across the continent to foster integration, trade, and development.
  • 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 Act and related immigration legislation
Triple: [Ghana Immigration Service, legalBasis, Ghana Immigration Service Act and related immigration legislation]
Generated description
The Ghana Immigration Service Act and related immigration legislation comprise the legal framework that establishes, regulates, and governs the operations, powers, and responsibilities of the Ghana Immigration Service in managing migration and border control in Ghana.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ghana Immigration Service Act and related immigration legislation
Target entity description: The Ghana Immigration Service Act and related immigration legislation comprise the legal framework that establishes, regulates, and governs the operations, powers, and responsibilities of the Ghana Immigration Service in managing migration and border control in Ghana.
  • A. Ghana Immigration Service chosen
    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.
  • B. Nigerian Immigration Act
    The Nigerian Immigration Act is the primary legislation that governs immigration control, entry, residence, and exit of persons in Nigeria, defining the powers and functions of the country’s immigration authorities.
  • C. Borders, Citizenship and Immigration Act 2009
    The Borders, Citizenship and Immigration Act 2009 is a UK law that overhauled immigration, border control, and citizenship provisions, strengthening the powers and duties of the UK Border Agency and reforming the path to British citizenship.
  • D. Immigration Act 1971
    The Immigration Act 1971 is a key UK law that established the modern framework for immigration control and the rights of entry and residence for people coming to or living in the United Kingdom.
  • E. African Passport and Free Movement of People
    African Passport and Free Movement of People is a flagship African Union initiative aimed at enabling visa-free travel and greater mobility for African citizens across the continent to foster integration, trade, and development.
  • F. None of above.

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_69d6aae4dfa48190a3ab0b19a159a3c5 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d88a86be308190973fea5d7db8ba9d completed April 10, 2026, 5:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69e6e865c3008190bc2f04a1048f2fed completed April 21, 2026, 3 a.m.
NEDg Description generation batch_69e6ef93e7d88190af3853b82de23c1b completed April 21, 2026, 3:31 a.m.
NED2 Entity disambiguation (via description) batch_69e6f9144afc819081ee7f78e32ad39a completed April 21, 2026, 4:12 a.m.
Created at: April 8, 2026, 9:37 p.m.