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.