Triple
T2605849
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Employment Service |
E58655
|
entity |
| Predicate | absorbedInto |
P77
|
FINISHED |
| Object |
Jobcentre Plus
Jobcentre Plus is a UK government agency that provides employment services and administers welfare benefits to jobseekers and low-income individuals.
|
E58655
|
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: Jobcentre Plus | Statement: [Employment Service, absorbedInto, Jobcentre Plus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jobcentre Plus Context triple: [Employment Service, absorbedInto, Jobcentre Plus]
-
A.
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.
-
B.
Department for Work and Pensions
The Department for Work and Pensions is the United Kingdom government department responsible for welfare, pensions, and employment policy and services.
-
C.
Jobseeker’s Allowance
Jobseeker’s Allowance is a UK welfare benefit that provides financial support to people who are unemployed and actively looking for work.
-
D.
Directgov
Directgov was the UK government’s former central online portal providing public information and services to citizens before being superseded by GOV.UK.
-
E.
Universal Credit
Universal Credit is a UK welfare benefit that combines several means-tested payments into a single monthly payment for people on low incomes or out of work.
- 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: Jobcentre Plus Triple: [Employment Service, absorbedInto, Jobcentre Plus]
Generated description
Jobcentre Plus is a UK government agency that provides employment services and administers welfare benefits to jobseekers and low-income individuals.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jobcentre Plus Target entity description: Jobcentre Plus is a UK government agency that provides employment services and administers welfare benefits to jobseekers and low-income individuals.
-
A.
Employment Service
chosen
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.
-
B.
Department for Work and Pensions
The Department for Work and Pensions is the United Kingdom government department responsible for welfare, pensions, and employment policy and services.
-
C.
Jobseeker’s Allowance
Jobseeker’s Allowance is a UK welfare benefit that provides financial support to people who are unemployed and actively looking for work.
-
D.
Directgov
Directgov was the UK government’s former central online portal providing public information and services to citizens before being superseded by GOV.UK.
-
E.
Universal Credit
Universal Credit is a UK welfare benefit that combines several means-tested payments into a single monthly payment for people on low incomes or out of work.
- 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_69ab4ac3523881909679750c9f8c2dec |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abd864958c8190b3ad6123f1ac78ca |
completed | March 7, 2026, 7:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af907ebc348190b1556a2104cba6f1 |
completed | March 10, 2026, 3:31 a.m. |
| NEDg | Description generation | batch_69af90f63dac8190b3282b5029d22fab |
completed | March 10, 2026, 3:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af918e7b50819082f37f9cdb3271a2 |
completed | March 10, 2026, 3:35 a.m. |
Created at: March 6, 2026, 9:49 p.m.