Triple

T10867432
Position Surface form Disambiguated ID Type / Status
Subject Civil Service HR E256560 entity
Predicate alignedWith P1140 FINISHED
Object Civil Service Reform agenda
The Civil Service Reform agenda is a UK government program aimed at modernizing the civil service to improve efficiency, accountability, and the quality of public services.
E891396 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 Reform agenda | Statement: [Civil Service HR, alignedWith, Civil Service Reform agenda]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Civil Service Reform agenda
Context triple: [Civil Service HR, alignedWith, Civil Service Reform agenda]
  • A. Civil Service Reform Act of 1978
    The Civil Service Reform Act of 1978 is a landmark U.S. federal law that overhauled the federal personnel system by restructuring agencies, strengthening merit principles, and introducing new mechanisms for performance management and employee protections.
  • B. Law for the Restoration of the Professional Civil Service
    The Law for the Restoration of the Professional Civil Service was a 1933 Nazi statute that purged Jews and political opponents from Germany’s civil service, marking an early legal step in the regime’s systematic persecution and exclusion policies.
  • C. Civil Service Regulations
    Civil Service Regulations are the legal and administrative rules that define the duties, rights, conduct standards, and employment conditions of public servants in Israel.
  • D. Civil Service Management Code
    The Civil Service Management Code is a UK government document that sets out detailed terms and conditions of service, management rules, and HR policies for civil servants, complementing the overarching Civil Service Code.
  • E. National Reform Programmes
    National Reform Programmes are country-specific policy and reform plans prepared by EU member states to implement and report on their economic and structural reform commitments under the Lisbon Strategy.
  • 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 Reform agenda
Triple: [Civil Service HR, alignedWith, Civil Service Reform agenda]
Generated description
The Civil Service Reform agenda is a UK government program aimed at modernizing the civil service to improve efficiency, accountability, and the quality of public services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Civil Service Reform agenda
Target entity description: The Civil Service Reform agenda is a UK government program aimed at modernizing the civil service to improve efficiency, accountability, and the quality of public services.
  • A. Civil Service Reform Act of 1978
    The Civil Service Reform Act of 1978 is a landmark U.S. federal law that overhauled the federal personnel system by restructuring agencies, strengthening merit principles, and introducing new mechanisms for performance management and employee protections.
  • B. Law for the Restoration of the Professional Civil Service
    The Law for the Restoration of the Professional Civil Service was a 1933 Nazi statute that purged Jews and political opponents from Germany’s civil service, marking an early legal step in the regime’s systematic persecution and exclusion policies.
  • C. Civil Service Regulations
    Civil Service Regulations are the legal and administrative rules that define the duties, rights, conduct standards, and employment conditions of public servants in Israel.
  • D. Civil Service Management Code
    The Civil Service Management Code is a UK government document that sets out detailed terms and conditions of service, management rules, and HR policies for civil servants, complementing the overarching Civil Service Code.
  • E. National Reform Programmes
    National Reform Programmes are country-specific policy and reform plans prepared by EU member states to implement and report on their economic and structural reform commitments under the Lisbon Strategy.
  • 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_69d6aa83d1448190a66d93c32394d21f completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7516e15448190aefdba1aa635baea completed April 9, 2026, 7:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69dff7d7b32081909dd5f8ae3fe293be completed April 15, 2026, 8:40 p.m.
NEDg Description generation batch_69e0b498df2481908c964d53b1782774 completed April 16, 2026, 10:06 a.m.
NED2 Entity disambiguation (via description) batch_69e11e21fc2c8190878a877ecd3b465e completed April 16, 2026, 5:36 p.m.
Created at: April 8, 2026, 9:20 p.m.