Triple
T22240480
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Area Health Boards (Scotland) |
E549704
|
entity |
| Predicate | employed |
P7
|
FINISHED |
| Object | NHS staff |
—
|
NE NERFINISHED |
How this triple was built (2 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 staff | Statement: [Area Health Boards (Scotland), employed, NHS staff]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NHS staff Context triple: [Area Health Boards (Scotland), employed, NHS staff]
-
A.
NHS workforce
chosen
The NHS workforce comprises the doctors, nurses, allied health professionals, support staff, and managers employed across the United Kingdom’s National Health Service to deliver publicly funded healthcare.
-
B.
NHS Employers
NHS Employers is an organization that represents and supports National Health Service employers in the UK on workforce, employment, and HR issues.
-
C.
Nurses
Nurses is an American sitcom that follows the personal and professional lives of a group of nurses working at a Miami hospital.
-
D.
NHS organisations
NHS organisations are publicly funded healthcare bodies in the United Kingdom that provide medical services, public health functions, and clinical training within the National Health Service.
-
E.
National Health Service (NHS) contractors
National Health Service (NHS) contractors are external healthcare providers commissioned by the NHS to deliver medical and clinical services, including in settings such as prisons.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e11e4102b881909cf47d3768e25c19 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f132133b908190b0fb32a5ee68e1e6 |
completed | April 28, 2026, 10:17 p.m. |
Created at: April 16, 2026, 8:38 p.m.