Triple
T468892
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Department for Work and Pensions |
E8509
|
entity |
| Predicate | replaced |
P101
|
FINISHED |
| Object |
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.
|
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: Employment Service | Statement: [Department for Work and Pensions, replaced, Employment Service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Employment Service Context triple: [Department for Work and Pensions, replaced, Employment Service]
-
A.
Oregon Employment Department
The Oregon Employment Department is a state agency responsible for administering unemployment insurance, workforce development, and labor market information services in Oregon.
-
B.
Social Security Board
The Social Security Board was the federal agency originally established to administer and oversee the United States' Social Security program, including the registration of workers and the distribution of benefits.
-
C.
District of Columbia Department of Employment Services
The District of Columbia Department of Employment Services is the city’s primary labor and workforce agency, responsible for job placement, unemployment insurance, and employment-related services for residents and employers.
-
D.
Job Corps
Job Corps is a U.S. federal program that provides free education and vocational training to young people to help them gain employment and economic self-sufficiency.
-
E.
United States Department of Labor
The United States Department of Labor is a federal executive department responsible for promoting the welfare of wage earners, improving working conditions, and overseeing labor-related laws and programs in the United States.
- 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: Employment Service Triple: [Department for Work and Pensions, replaced, Employment Service]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Employment Service Target entity description: 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.
-
A.
Oregon Employment Department
The Oregon Employment Department is a state agency responsible for administering unemployment insurance, workforce development, and labor market information services in Oregon.
-
B.
Social Security Board
The Social Security Board was the federal agency originally established to administer and oversee the United States' Social Security program, including the registration of workers and the distribution of benefits.
-
C.
District of Columbia Department of Employment Services
The District of Columbia Department of Employment Services is the city’s primary labor and workforce agency, responsible for job placement, unemployment insurance, and employment-related services for residents and employers.
-
D.
Job Corps
Job Corps is a U.S. federal program that provides free education and vocational training to young people to help them gain employment and economic self-sufficiency.
-
E.
United States Department of Labor
The United States Department of Labor is a federal executive department responsible for promoting the welfare of wage earners, improving working conditions, and overseeing labor-related laws and programs in the United States.
- 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_69a2e7f3aeb48190a19453e3a043f486 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2efee0ea0819099d87f3727c03bc7 |
completed | Feb. 28, 2026, 1:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a45803a8c081908e5f5a03f462cd2e |
completed | March 1, 2026, 3:15 p.m. |
| NEDg | Description generation | batch_69a45d6f45a0819099ced2dc87124c2c |
completed | March 1, 2026, 3:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a45e24f1308190b852050d56348f57 |
completed | March 1, 2026, 3:41 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.