Triple

T978047

Position	Surface form	Disambiguated ID	Type / Status
Subject	Cambridge Seven Associates	`E21100`	entity
Predicate	notableProject	`P4`	FINISHED
Object	Virginia Aquarium & Marine Science Center projects The Virginia Aquarium & Marine Science Center projects are a series of major aquarium and marine science facility designs and expansions in Virginia Beach that showcase Cambridge Seven Associates’ expertise in immersive, educational marine environments.	`E115851`	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: Virginia Aquarium & Marine Science Center projects | Statement: [Cambridge Seven Associates, notableProject, Virginia Aquarium & Marine Science Center projects]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Virginia Aquarium & Marine Science Center projects
Context triple: [Cambridge Seven Associates, notableProject, Virginia Aquarium & Marine Science Center projects]

A. Georgia Aquarium
Georgia Aquarium is a major public aquarium in Atlanta, Georgia, renowned as one of the largest and most impressive aquariums in the world, housing thousands of marine animals across diverse habitats.
B. National Marine Aquarium
The National Marine Aquarium is the largest public aquarium in the United Kingdom, featuring extensive marine life exhibits and conservation-focused educational programs.
C. National Aquarium
The National Aquarium is a major public aquarium and marine education center located in Baltimore, Maryland, renowned for its extensive aquatic exhibits and conservation programs.
D. Florida Aquarium
The Florida Aquarium is a major marine life attraction in Tampa showcasing diverse aquatic ecosystems, conservation programs, and interactive exhibits.
E. Hatfield Marine Science Center
Hatfield Marine Science Center is a leading marine research and education facility on the Oregon coast that supports oceanographic, coastal ecology, and fisheries science programs.
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: Virginia Aquarium & Marine Science Center projects
Triple: [Cambridge Seven Associates, notableProject, Virginia Aquarium & Marine Science Center projects]

Generated description

The Virginia Aquarium & Marine Science Center projects are a series of major aquarium and marine science facility designs and expansions in Virginia Beach that showcase Cambridge Seven Associates’ expertise in immersive, educational marine environments.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Virginia Aquarium & Marine Science Center projects
Target entity description: The Virginia Aquarium & Marine Science Center projects are a series of major aquarium and marine science facility designs and expansions in Virginia Beach that showcase Cambridge Seven Associates’ expertise in immersive, educational marine environments.

A. Georgia Aquarium
Georgia Aquarium is a major public aquarium in Atlanta, Georgia, renowned as one of the largest and most impressive aquariums in the world, housing thousands of marine animals across diverse habitats.
B. National Marine Aquarium
The National Marine Aquarium is the largest public aquarium in the United Kingdom, featuring extensive marine life exhibits and conservation-focused educational programs.
C. National Aquarium
The National Aquarium is a major public aquarium and marine education center located in Baltimore, Maryland, renowned for its extensive aquatic exhibits and conservation programs.
D. Florida Aquarium
The Florida Aquarium is a major marine life attraction in Tampa showcasing diverse aquatic ecosystems, conservation programs, and interactive exhibits.
E. Hatfield Marine Science Center
Hatfield Marine Science Center is a leading marine research and education facility on the Oregon coast that supports oceanographic, coastal ecology, and fisheries science programs.
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_69a493c2b62c8190b616351789ec47f8`	completed	March 1, 2026, 7:30 p.m.
NER	Named-entity recognition	`batch_69a4b47861808190be56a7bbd926e658`	completed	March 1, 2026, 9:49 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ac1cdbd22c819084346de7e729c8a1`	completed	March 7, 2026, 12:41 p.m.
NEDg	Description generation	`batch_69ac1d45b8cc8190b8b678b697d3f7f1`	completed	March 7, 2026, 12:42 p.m.
NED2	Entity disambiguation (via description)	`batch_69ac1e2e200881909e9b503655d6f8ab`	completed	March 7, 2026, 12:46 p.m.

Created at: March 1, 2026, 7:40 p.m.