Triple
T10866949
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Digital Marketplace |
E256553
|
entity |
| Predicate | associatedFramework |
P25608
|
FINISHED |
| Object |
Digital Outcomes and Specialists
Digital Outcomes and Specialists is a UK government procurement framework that enables public sector organisations to buy digital project teams and specialist IT services from pre-approved suppliers.
|
E891386
|
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: Digital Outcomes and Specialists | Statement: [Digital Marketplace, associatedFramework, Digital Outcomes and Specialists]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Digital Outcomes and Specialists Context triple: [Digital Marketplace, associatedFramework, Digital Outcomes and Specialists]
-
A.
Centre for Digital Health
The Centre for Digital Health is a specialized unit within Norway’s public health system that focuses on developing, implementing, and evaluating digital tools and technologies to improve population health and healthcare services.
-
B.
Directorate for Digital Health and Care
The Directorate for Digital Health and Care is a Scottish Government body responsible for leading the development and implementation of digital technologies and data-driven innovation across Scotland’s health and social care services.
-
C.
Centre for Collaboration with Digital Health Networks
The Centre for Collaboration with Digital Health Networks is a unit within the Norwegian Institute of Public Health that focuses on coordinating and advancing partnerships and initiatives in digital health.
-
D.
Medidata Solutions
Medidata Solutions is a life sciences technology company best known for its cloud-based clinical trial and research platforms used by pharmaceutical, biotech, and medical device organizations.
-
E.
Advanced Healthcare Solutions
Advanced Healthcare Solutions is a Fortive business segment focused on providing specialized technologies and services for the healthcare industry.
- 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: Digital Outcomes and Specialists Triple: [Digital Marketplace, associatedFramework, Digital Outcomes and Specialists]
Generated description
Digital Outcomes and Specialists is a UK government procurement framework that enables public sector organisations to buy digital project teams and specialist IT services from pre-approved suppliers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Digital Outcomes and Specialists Target entity description: Digital Outcomes and Specialists is a UK government procurement framework that enables public sector organisations to buy digital project teams and specialist IT services from pre-approved suppliers.
-
A.
Centre for Digital Health
The Centre for Digital Health is a specialized unit within Norway’s public health system that focuses on developing, implementing, and evaluating digital tools and technologies to improve population health and healthcare services.
-
B.
Directorate for Digital Health and Care
The Directorate for Digital Health and Care is a Scottish Government body responsible for leading the development and implementation of digital technologies and data-driven innovation across Scotland’s health and social care services.
-
C.
Centre for Collaboration with Digital Health Networks
The Centre for Collaboration with Digital Health Networks is a unit within the Norwegian Institute of Public Health that focuses on coordinating and advancing partnerships and initiatives in digital health.
-
D.
Medidata Solutions
Medidata Solutions is a life sciences technology company best known for its cloud-based clinical trial and research platforms used by pharmaceutical, biotech, and medical device organizations.
-
E.
Advanced Healthcare Solutions
Advanced Healthcare Solutions is a Fortive business segment focused on providing specialized technologies and services for the healthcare industry.
- 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_69d6aa83d1448190a66d93c32394d21f |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d7516e15448190aefdba1aa635baea |
completed | April 9, 2026, 7:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69dff7d7b32081909dd5f8ae3fe293be |
completed | April 15, 2026, 8:40 p.m. |
| NEDg | Description generation | batch_69e0b498df2481908c964d53b1782774 |
completed | April 16, 2026, 10:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e11e21fc2c8190878a877ecd3b465e |
completed | April 16, 2026, 5:36 p.m. |
Created at: April 8, 2026, 9:20 p.m.