Triple
T5137070
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Virginia Aquarium & Marine Science Center projects |
E115851
|
entity |
| Predicate | showcasesExpertiseOf |
P18508
|
FINISHED |
| Object | Cambridge Seven Associates |
E21100
|
NE FINISHED |
How this triple was built (3 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: Cambridge Seven Associates | Statement: [Virginia Aquarium & Marine Science Center projects, showcasesExpertiseOf, Cambridge Seven Associates]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cambridge Seven Associates Context triple: [Virginia Aquarium & Marine Science Center projects, showcasesExpertiseOf, Cambridge Seven Associates]
-
A.
Cambridge Seven Associates
chosen
Cambridge Seven Associates is an American architecture and design firm known for its innovative museum, aquarium, and educational facility projects worldwide.
-
B.
Cambridge Service Alliance
Cambridge Service Alliance is a University of Cambridge research and practice partnership focused on advancing service innovation, design, and management across industries.
-
C.
Berkeley Group
Berkeley Group is a major British property development company known for building large-scale residential and mixed-use projects, particularly in London and the South East of England.
-
D.
Doxiadis Associates
Doxiadis Associates was an influential Greek architectural and urban planning firm founded by Constantinos A. Doxiadis, known for its large-scale planning projects and the development of the theory of Ekistics.
-
E.
Boston Associates
Boston Associates were a group of early 19th-century New England investors and industrialists who played a key role in pioneering large-scale textile manufacturing and factory towns in the United States.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: showcasesExpertiseOf Context triple: [Virginia Aquarium & Marine Science Center projects, showcasesExpertiseOf, Cambridge Seven Associates]
-
A.
usesKnowledgeOf
Indicates that one entity applies or draws upon the knowledge possessed by another entity in performing an action or achieving a result.
-
B.
competenceArea
chosen
Indicates that one entity has a particular domain, field, or area in which it possesses competence, expertise, or responsibility.
-
C.
exhibitsWorkOf
Indicates that one entity displays or presents the creative works produced by another entity.
-
D.
providesExposureTo
Indicates that one entity gives another entity the opportunity to be seen, noticed, or become known by a particular audience, environment, or set of influences.
-
E.
skillSet
Indicates that an entity possesses or is associated with a particular collection of skills or competencies.
- F. None of above.
Provenance (4 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_69bd44459a988190a772a5c2ec6a1965 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd7fef2e8c8190982dd67f50295ada |
completed | March 20, 2026, 5:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69becfdd965c8190adda020ead81bd05 |
completed | March 21, 2026, 5:05 p.m. |
| PD | Predicate disambiguation | batch_69bd77ac2fc48190abeebb003a82384c |
completed | March 20, 2026, 4:37 p.m. |
Created at: March 20, 2026, 1:43 p.m.