Triple
T6461430
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stratford campus |
E142129
|
entity |
| Predicate | offersProgram |
P178
|
FINISHED |
| Object |
Global Business and Digital Arts
Global Business and Digital Arts is an interdisciplinary undergraduate program that combines business education with digital media, design, and technology to prepare students for careers in the digital economy.
|
E594287
|
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: Global Business and Digital Arts | Statement: [Stratford campus, offersProgram, Global Business and Digital Arts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Global Business and Digital Arts Context triple: [Stratford campus, offersProgram, Global Business and Digital Arts]
-
A.
Creative America
Creative America is the overarching concept celebrating the innovation, diversity, and cultural dynamism of the United States as showcased in the United States Pavilion.
-
B.
Digital Industries
Digital Industries is a Siemens business division focused on industrial automation, digitalization, and software solutions for manufacturing and process industries.
-
C.
School of Creative and Cultural Business
The School of Creative and Cultural Business is an academic unit of Robert Gordon University specializing in education and research related to the creative industries, cultural sectors, and associated business practices.
-
D.
World Business
World Business was a publication or organization involved in international business and economic affairs, known in part for its early role in co-publishing the Global Innovation Index.
-
E.
Music and Arts
Music and Arts is an award category of the Stephen Hawking Medal for Science Communication that honors outstanding contributions to public understanding of science through musical and artistic works.
- 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: Global Business and Digital Arts Triple: [Stratford campus, offersProgram, Global Business and Digital Arts]
Generated description
Global Business and Digital Arts is an interdisciplinary undergraduate program that combines business education with digital media, design, and technology to prepare students for careers in the digital economy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Global Business and Digital Arts Target entity description: Global Business and Digital Arts is an interdisciplinary undergraduate program that combines business education with digital media, design, and technology to prepare students for careers in the digital economy.
-
A.
Creative America
Creative America is the overarching concept celebrating the innovation, diversity, and cultural dynamism of the United States as showcased in the United States Pavilion.
-
B.
Digital Industries
Digital Industries is a Siemens business division focused on industrial automation, digitalization, and software solutions for manufacturing and process industries.
-
C.
School of Creative and Cultural Business
The School of Creative and Cultural Business is an academic unit of Robert Gordon University specializing in education and research related to the creative industries, cultural sectors, and associated business practices.
-
D.
World Business
World Business was a publication or organization involved in international business and economic affairs, known in part for its early role in co-publishing the Global Innovation Index.
-
E.
Music and Arts
Music and Arts is an award category of the Stephen Hawking Medal for Science Communication that honors outstanding contributions to public understanding of science through musical and artistic works.
- 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_69c008d2f91c8190a8178767a35e08fc |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c069f683248190a58beb60f009eafb |
completed | March 22, 2026, 10:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c64be4e6888190a685f447e9950163 |
completed | March 27, 2026, 9:20 a.m. |
| NEDg | Description generation | batch_69c64e4413f481908561a86bc9a9b0b2 |
completed | March 27, 2026, 9:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c64ec0d40881908fda2e994f0f6ed5 |
completed | March 27, 2026, 9:32 a.m. |
Created at: March 22, 2026, 4:49 p.m.