Triple

T11556075
Position Surface form Disambiguated ID Type / Status
Subject Ghana National Fire Service E274020 entity
Predicate hasDivision P35 FINISHED
Object Technical Services Department
The Technical Services Department is a specialized division of the Ghana National Fire Service responsible for managing and maintaining the technical, engineering, and equipment-related functions that support firefighting and rescue operations.
E932926 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: Technical Services Department | Statement: [Ghana National Fire Service, hasDivision, Technical Services Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Technical Services Department
Context triple: [Ghana National Fire Service, hasDivision, Technical Services Department]
  • A. Technical Support Unit
    The Technical Support Unit is the specialized team that provides scientific, technical, and administrative support to the IPCC Task Force on National Greenhouse Gas Inventories in developing and maintaining its methodologies and guidelines.
  • B. Technical Services Program
    The Technical Services Program is a preservation initiative of the New York Landmarks Conservancy that provides expert architectural and conservation guidance to help maintain and restore historic buildings and landmarks.
  • C. Technical Center
    The Technical Center is a U.S. Army research and development organization focused on advancing space, missile defense, and related technologies for national defense.
  • D. Support Services Division
    The Support Services Division is a unit within the Multnomah County Sheriff’s Office that provides administrative, logistical, and technical support to enable the agency’s law enforcement and public safety operations.
  • E. Support Services Division
    The Support Services Division is an administrative unit within the OPEC Secretariat responsible for providing internal operational, logistical, and administrative support to the organization’s core activities.
  • 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: Technical Services Department
Triple: [Ghana National Fire Service, hasDivision, Technical Services Department]
Generated description
The Technical Services Department is a specialized division of the Ghana National Fire Service responsible for managing and maintaining the technical, engineering, and equipment-related functions that support firefighting and rescue operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Technical Services Department
Target entity description: The Technical Services Department is a specialized division of the Ghana National Fire Service responsible for managing and maintaining the technical, engineering, and equipment-related functions that support firefighting and rescue operations.
  • A. Technical Support Unit
    The Technical Support Unit is the specialized team that provides scientific, technical, and administrative support to the IPCC Task Force on National Greenhouse Gas Inventories in developing and maintaining its methodologies and guidelines.
  • B. Technical Services Program
    The Technical Services Program is a preservation initiative of the New York Landmarks Conservancy that provides expert architectural and conservation guidance to help maintain and restore historic buildings and landmarks.
  • C. Technical Center
    The Technical Center is a U.S. Army research and development organization focused on advancing space, missile defense, and related technologies for national defense.
  • D. Support Services Division
    The Support Services Division is a unit within the Multnomah County Sheriff’s Office that provides administrative, logistical, and technical support to enable the agency’s law enforcement and public safety operations.
  • E. Support Services Division
    The Support Services Division is an administrative unit within the OPEC Secretariat responsible for providing internal operational, logistical, and administrative support to the organization’s core activities.
  • 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.