Triple
T8999099
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Innovate UK |
E214996
|
entity |
| Predicate | hasProgram |
P178
|
FINISHED |
| Object |
Small Business Research Initiative
The Small Business Research Initiative is a UK government-backed program that funds small and medium-sized enterprises to develop innovative solutions to public sector challenges.
|
E772141
|
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: Small Business Research Initiative | Statement: [Innovate UK, hasProgram, Small Business Research Initiative]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Small Business Research Initiative Context triple: [Innovate UK, hasProgram, Small Business Research Initiative]
-
A.
Small Business Development Center Program
The Small Business Development Center Program is a nationwide network of local centers that provide counseling, training, and technical assistance to help entrepreneurs start, grow, and manage small businesses.
-
B.
Small Business Innovation Research program
The Small Business Innovation Research program is a U.S. government initiative that provides competitive funding to small businesses for research and development with strong commercialization potential.
-
C.
International Award for Entrepreneurship and Small Business Research
The International Award for Entrepreneurship and Small Business Research is a prestigious global prize recognizing outstanding scholarly contributions to the fields of entrepreneurship and small business.
-
D.
Small Business Technology Transfer program
The Small Business Technology Transfer program is a U.S. federal initiative that funds collaborative research and development projects between small businesses and nonprofit research institutions to help commercialize innovative technologies.
-
E.
Reports on the relation of corporate combinations to small business
"Reports on the relation of corporate combinations to small business" is an early 20th-century U.S. government study analyzing how large corporate consolidations affect the operations and competitiveness of small businesses.
- 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: Small Business Research Initiative Triple: [Innovate UK, hasProgram, Small Business Research Initiative]
Generated description
The Small Business Research Initiative is a UK government-backed program that funds small and medium-sized enterprises to develop innovative solutions to public sector challenges.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Small Business Research Initiative Target entity description: The Small Business Research Initiative is a UK government-backed program that funds small and medium-sized enterprises to develop innovative solutions to public sector challenges.
-
A.
Small Business Development Center Program
The Small Business Development Center Program is a nationwide network of local centers that provide counseling, training, and technical assistance to help entrepreneurs start, grow, and manage small businesses.
-
B.
Small Business Innovation Research program
The Small Business Innovation Research program is a U.S. government initiative that provides competitive funding to small businesses for research and development with strong commercialization potential.
-
C.
International Award for Entrepreneurship and Small Business Research
The International Award for Entrepreneurship and Small Business Research is a prestigious global prize recognizing outstanding scholarly contributions to the fields of entrepreneurship and small business.
-
D.
Small Business Technology Transfer program
The Small Business Technology Transfer program is a U.S. federal initiative that funds collaborative research and development projects between small businesses and nonprofit research institutions to help commercialize innovative technologies.
-
E.
Reports on the relation of corporate combinations to small business
"Reports on the relation of corporate combinations to small business" is an early 20th-century U.S. government study analyzing how large corporate consolidations affect the operations and competitiveness of small businesses.
- 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_69ca83a12d648190b1e4fe11e8a31890 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc68e23734819083a98f4ff0942479 |
completed | April 1, 2026, 12:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfd0d987dc81908f1d74f390f18a9c |
completed | April 3, 2026, 2:38 p.m. |
| NEDg | Description generation | batch_69cfd1a32a64819090d423a99ab75362 |
completed | April 3, 2026, 2:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfd250593881908312200ba7bba617 |
completed | April 3, 2026, 2:44 p.m. |
Created at: March 30, 2026, 7:05 p.m.