Triple

T2311412
Position Surface form Disambiguated ID Type / Status
Subject Government Security Group E51964 entity
Predicate worksWith P398 FINISHED
Object Civil Service HR
Civil Service HR is the central human resources function for the UK Civil Service, responsible for workforce strategy, policies, and support across government departments.
 E256560 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: Civil Service HR | Statement: [Government Security Group, worksWith, Civil Service HR]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Civil Service HR
Context triple: [Government Security Group, worksWith, Civil Service HR]
  • A. Home Civil Service
    The Home Civil Service is the permanent, politically neutral body of officials who support the UK government in developing and implementing policy and delivering public services.
  • B. Bureau of Human Resources
    The Bureau of Human Resources is a municipal department in Portland responsible for managing the city government's workforce, including hiring, employee services, and labor relations.
  • C. Human Resources Directorate
    The Human Resources Directorate is the NATO International Staff division responsible for managing personnel policies, staffing, and workforce development within the Alliance’s civilian structure.
  • D. Office of Human Resources
    The Office of Human Resources is the division within the Oregon Department of Human Services responsible for managing workforce-related functions such as hiring, employee relations, benefits, and staff development.
  • E. Personnel Bureau
    The Personnel Bureau is the New York City Police Department division responsible for managing officer recruitment, hiring, assignments, and other human resources functions.
  • 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: Civil Service HR
Triple: [Government Security Group, worksWith, Civil Service HR]
Generated description
Civil Service HR is the central human resources function for the UK Civil Service, responsible for workforce strategy, policies, and support across government departments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Civil Service HR
Target entity description: Civil Service HR is the central human resources function for the UK Civil Service, responsible for workforce strategy, policies, and support across government departments.
  • A. Home Civil Service
    The Home Civil Service is the permanent, politically neutral body of officials who support the UK government in developing and implementing policy and delivering public services.
  • B. Bureau of Human Resources
    The Bureau of Human Resources is a municipal department in Portland responsible for managing the city government's workforce, including hiring, employee services, and labor relations.
  • C. Human Resources Directorate
    The Human Resources Directorate is the NATO International Staff division responsible for managing personnel policies, staffing, and workforce development within the Alliance’s civilian structure.
  • D. Office of Human Resources
    The Office of Human Resources is the division within the Oregon Department of Human Services responsible for managing workforce-related functions such as hiring, employee relations, benefits, and staff development.
  • E. Personnel Bureau
    The Personnel Bureau is the New York City Police Department division responsible for managing officer recruitment, hiring, assignments, and other human resources functions.
  • 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_69a88b0bb30c81908ded03b006d29387 completed March 4, 2026, 7:42 p.m.
NER Named-entity recognition batch_69abc6188c2481908054887527c633fe completed March 7, 2026, 6:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae895c95388190848f592fc5d48ec6 completed March 9, 2026, 8:48 a.m.
NEDg Description generation batch_69ae8e9193808190a29ed60d74065088 completed March 9, 2026, 9:10 a.m.
NED2 Entity disambiguation (via description) batch_69ae8f373c80819095b93a7fecbd788b completed March 9, 2026, 9:13 a.m.
Created at: March 4, 2026, 7:49 p.m.