Triple
T1344801
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | NHS Business Services Authority |
E28545
|
entity |
| Predicate | responsibleFor |
P636
|
FINISHED |
| Object |
NHS Low Income Scheme
The NHS Low Income Scheme is a UK government program that helps people on low incomes with the cost of NHS services such as prescriptions, dental treatment, and eye care.
|
E28545
|
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: NHS Low Income Scheme | Statement: [NHS Business Services Authority, responsibleFor, NHS Low Income Scheme]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NHS Low Income Scheme Context triple: [NHS Business Services Authority, responsibleFor, NHS Low Income Scheme]
-
A.
National Health Service
The National Health Service is the United Kingdom’s publicly funded healthcare system that provides comprehensive medical services to residents, largely free at the point of use.
-
B.
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.
-
C.
NHS Business Services Authority
The NHS Business Services Authority is a special health authority in England that provides a range of essential support services and payments for the NHS, patients, and contractors, including prescription services, dental payments, and NHS pensions administration.
-
D.
Employment and Support Allowance
Employment and Support Allowance is a UK social security benefit that provides financial support and work-related assistance to people whose ability to work is limited by illness or disability.
-
E.
Medicaid
Medicaid is a U.S. government health insurance program that provides medical coverage to low-income individuals and families, jointly funded by federal and state governments.
- 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: NHS Low Income Scheme Triple: [NHS Business Services Authority, responsibleFor, NHS Low Income Scheme]
Generated description
The NHS Low Income Scheme is a UK government program that helps people on low incomes with the cost of NHS services such as prescriptions, dental treatment, and eye care.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: NHS Low Income Scheme Target entity description: The NHS Low Income Scheme is a UK government program that helps people on low incomes with the cost of NHS services such as prescriptions, dental treatment, and eye care.
-
A.
National Health Service
The National Health Service is the United Kingdom’s publicly funded healthcare system that provides comprehensive medical services to residents, largely free at the point of use.
-
B.
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.
-
C.
NHS Business Services Authority
chosen
The NHS Business Services Authority is a special health authority in England that provides a range of essential support services and payments for the NHS, patients, and contractors, including prescription services, dental payments, and NHS pensions administration.
-
D.
Employment and Support Allowance
Employment and Support Allowance is a UK social security benefit that provides financial support and work-related assistance to people whose ability to work is limited by illness or disability.
-
E.
Medicaid
Medicaid is a U.S. government health insurance program that provides medical coverage to low-income individuals and families, jointly funded by federal and state governments.
- 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_69a49854eb3481908c7d56b2e449a290 |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c23d696c8190bb688274280cb680 |
completed | March 1, 2026, 10:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acc6351cbc81909e2ffc692ee92b54 |
completed | March 8, 2026, 12:43 a.m. |
| NEDg | Description generation | batch_69acc6af0db88190a02936072783553e |
completed | March 8, 2026, 12:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acc722d8608190acbef82f180b75d1 |
completed | March 8, 2026, 12:47 a.m. |
Created at: March 1, 2026, 7:56 p.m.