Triple

T11555982
Position Surface form Disambiguated ID Type / Status
Subject Ghana Immigration Service E274018 entity
Predicate hasDivision P35 FINISHED
Object Intelligence Directorate
The Intelligence Directorate is a specialized unit within Ghana’s Immigration Service responsible for gathering, analyzing, and disseminating intelligence to support national border security and immigration enforcement.
E932915 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: Intelligence Directorate | Statement: [Ghana Immigration Service, hasDivision, Intelligence Directorate]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Intelligence Directorate
Context triple: [Ghana Immigration Service, hasDivision, Intelligence Directorate]
  • A. Directorate of Intelligence
    The Directorate of Intelligence is the Central Intelligence Agency’s primary analytic branch, responsible for evaluating global intelligence and producing assessments to inform U.S. national security policy.
  • B. Directorate for Intelligence
    The Directorate for Intelligence is a military staff organization responsible for collecting, analyzing, and disseminating intelligence to support strategic and operational decision-making.
  • C. Main Intelligence Directorate
    The Main Intelligence Directorate, commonly known by its former Russian acronym GRU, is Russia’s military foreign intelligence agency responsible for gathering and analyzing strategic and battlefield information.
  • D. Office of Intelligence Operations
    The Office of Intelligence Operations is a unit within the U.S. State Department’s Bureau of Intelligence and Research (INR) responsible for managing and coordinating intelligence activities and support for diplomatic and foreign policy objectives.
  • E. Intelligence and Security Division
    The Intelligence and Security Division is a NATO body responsible for providing strategic intelligence, security policy, and threat assessments to support the Alliance’s political and military decision-making.
  • 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: Intelligence Directorate
Triple: [Ghana Immigration Service, hasDivision, Intelligence Directorate]
Generated description
The Intelligence Directorate is a specialized unit within Ghana’s Immigration Service responsible for gathering, analyzing, and disseminating intelligence to support national border security and immigration enforcement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Intelligence Directorate
Target entity description: The Intelligence Directorate is a specialized unit within Ghana’s Immigration Service responsible for gathering, analyzing, and disseminating intelligence to support national border security and immigration enforcement.
  • A. Directorate of Intelligence
    The Directorate of Intelligence is the Central Intelligence Agency’s primary analytic branch, responsible for evaluating global intelligence and producing assessments to inform U.S. national security policy.
  • B. Directorate for Intelligence
    The Directorate for Intelligence is a military staff organization responsible for collecting, analyzing, and disseminating intelligence to support strategic and operational decision-making.
  • C. Main Intelligence Directorate
    The Main Intelligence Directorate, commonly known by its former Russian acronym GRU, is Russia’s military foreign intelligence agency responsible for gathering and analyzing strategic and battlefield information.
  • D. Office of Intelligence Operations
    The Office of Intelligence Operations is a unit within the U.S. State Department’s Bureau of Intelligence and Research (INR) responsible for managing and coordinating intelligence activities and support for diplomatic and foreign policy objectives.
  • E. Intelligence and Security Division
    The Intelligence and Security Division is a NATO body responsible for providing strategic intelligence, security policy, and threat assessments to support the Alliance’s political and military decision-making.
  • 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_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.