Triple

T14771561
Position Surface form Disambiguated ID Type / Status
Subject Parliamentary Secretary to the Ministry of Labour E347145 entity
Predicate associatedWith P37 FINISHED
Object United Kingdom civil service
The United Kingdom civil service is the permanent, politically neutral administrative machinery of the UK government, responsible for implementing policies and delivering public services across government departments.
E806887 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: United Kingdom civil service | Statement: [Parliamentary Secretary to the Ministry of Labour, associatedWith, United Kingdom civil service]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United Kingdom civil service
Context triple: [Parliamentary Secretary to the Ministry of Labour, associatedWith, United Kingdom civil service]
  • A. United Kingdom civil administration
    The United Kingdom civil administration is the system of government departments and public services responsible for implementing national policy and managing the day-to-day affairs of the British state.
  • B. National Government (United Kingdom)
    The National Government (United Kingdom) was a series of cross-party coalition administrations formed in the 1930s to address the economic crisis and later lead the country through much of the Second World War.
  • C. British Civil Service ministerial hierarchy
    The British Civil Service ministerial hierarchy is the structured system of senior government ministers and their departments that administer and implement the policies of the UK government.
  • D. National Service in the United Kingdom
    National Service in the United Kingdom was the post–Second World War system of compulsory military conscription for young men, requiring them to serve in the armed forces for a fixed period.
  • E. UK government
    The UK government is the central governing authority of the United Kingdom, responsible for national policy-making, legislation, and administration across areas such as the economy, education, health, and foreign affairs.
  • 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: United Kingdom civil service
Triple: [Parliamentary Secretary to the Ministry of Labour, associatedWith, United Kingdom civil service]
Generated description
The United Kingdom civil service is the permanent, politically neutral administrative machinery of the UK government, responsible for implementing policies and delivering public services across government departments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United Kingdom civil service
Target entity description: The United Kingdom civil service is the permanent, politically neutral administrative machinery of the UK government, responsible for implementing policies and delivering public services across government departments.
  • A. United Kingdom civil administration chosen
    The United Kingdom civil administration is the system of government departments and public services responsible for implementing national policy and managing the day-to-day affairs of the British state.
  • B. National Government (United Kingdom)
    The National Government (United Kingdom) was a series of cross-party coalition administrations formed in the 1930s to address the economic crisis and later lead the country through much of the Second World War.
  • C. British Civil Service ministerial hierarchy
    The British Civil Service ministerial hierarchy is the structured system of senior government ministers and their departments that administer and implement the policies of the UK government.
  • D. National Service in the United Kingdom
    National Service in the United Kingdom was the post–Second World War system of compulsory military conscription for young men, requiring them to serve in the armed forces for a fixed period.
  • E. UK government
    The UK government is the central governing authority of the United Kingdom, responsible for national policy-making, legislation, and administration across areas such as the economy, education, health, and foreign affairs.
  • 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_69d822e8896c819091169882f9b20486 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dec81334e08190a77d760e507d00ed completed April 14, 2026, 11:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe0cfabdfc8190ae7ee06b11f9b540 completed May 8, 2026, 4:19 p.m.
NEDg Description generation batch_69fe1344428081908948ad757ffec451 completed May 8, 2026, 4:45 p.m.
NED2 Entity disambiguation (via description) batch_69fe142e5030819081bfe87d5d7b6581 completed May 8, 2026, 4:49 p.m.
Created at: April 10, 2026, 1:31 a.m.