Triple

T11951414
Position Surface form Disambiguated ID Type / Status
Subject Jobseekers Act 1995 E284432 entity
Predicate introducedConcept P201 FINISHED
Object Jobseeker’s Agreement
The Jobseeker’s Agreement is a formal contract in the UK welfare system that sets out the conditions and activities a person must undertake to receive unemployment benefits.
E284432 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: Jobseeker’s Agreement | Statement: [Jobseekers Act 1995, introducedConcept, Jobseeker’s Agreement]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jobseeker’s Agreement
Context triple: [Jobseekers Act 1995, introducedConcept, Jobseeker’s Agreement]
  • A. Jobseekers Act 1995
    The Jobseekers Act 1995 is a UK law that reformed unemployment benefits and introduced the framework for Jobseeker’s Allowance, linking financial support to active job search requirements.
  • B. Employment Contracts Act 1991
    The Employment Contracts Act 1991 was a New Zealand statute that radically reformed labour law by replacing collective bargaining structures with a contract-based employment framework.
  • C. Jobcenter
    Jobcenter is a German public agency responsible for providing and managing basic income support and employment services for long-term unemployed people.
  • D. Employment Service
    Employment Service was a former UK government agency responsible for helping people find work and administering employment-related benefits before its functions were absorbed into successor bodies.
  • E. Jobcentre Plus
    Jobcentre Plus is a UK government agency that provides employment services and administers welfare benefits to jobseekers and low-income individuals.
  • 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: Jobseeker’s Agreement
Triple: [Jobseekers Act 1995, introducedConcept, Jobseeker’s Agreement]
Generated description
The Jobseeker’s Agreement is a formal contract in the UK welfare system that sets out the conditions and activities a person must undertake to receive unemployment benefits.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jobseeker’s Agreement
Target entity description: The Jobseeker’s Agreement is a formal contract in the UK welfare system that sets out the conditions and activities a person must undertake to receive unemployment benefits.
  • A. Jobseekers Act 1995 chosen
    The Jobseekers Act 1995 is a UK law that reformed unemployment benefits and introduced the framework for Jobseeker’s Allowance, linking financial support to active job search requirements.
  • B. Employment Contracts Act 1991
    The Employment Contracts Act 1991 was a New Zealand statute that radically reformed labour law by replacing collective bargaining structures with a contract-based employment framework.
  • C. Jobcenter
    Jobcenter is a German public agency responsible for providing and managing basic income support and employment services for long-term unemployed people.
  • D. Employment Service
    Employment Service was a former UK government agency responsible for helping people find work and administering employment-related benefits before its functions were absorbed into successor bodies.
  • E. Jobcentre Plus
    Jobcentre Plus is a UK government agency that provides employment services and administers welfare benefits to jobseekers and low-income individuals.
  • 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_69d6ab2db38c8190b1f0ed6663ef8ada completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d90364c2608190a3946c9595c71164 completed April 10, 2026, 2:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69f458f16f088190a0005ff0fd4f547f completed May 1, 2026, 7:40 a.m.
NEDg Description generation batch_69f45f89d5b08190a87312d96e61898a completed May 1, 2026, 8:08 a.m.
NED2 Entity disambiguation (via description) batch_69f464a5191881908e291943996169cb completed May 1, 2026, 8:30 a.m.
Created at: April 8, 2026, 9:45 p.m.