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.