Triple

T14311780

Position	Surface form	Disambiguated ID	Type / Status
Subject	Shady Grove Orthopedic Associates v. Allstate Insurance Co.	`E354849`	entity
Predicate	plaintiff	`P660`	FINISHED
Object	Shady Grove Orthopedic Associates Shady Grove Orthopedic Associates is a medical practice specializing in orthopedic care that became notable as the named plaintiff in the U.S. Supreme Court case Shady Grove Orthopedic Associates v. Allstate Insurance Co.	`E1091407`	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: Shady Grove Orthopedic Associates | Statement: [Shady Grove Orthopedic Associates v. Allstate Insurance Co., plaintiff, Shady Grove Orthopedic Associates]

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

Target entity: Shady Grove Orthopedic Associates
Context triple: [Shady Grove Orthopedic Associates v. Allstate Insurance Co., plaintiff, Shady Grove Orthopedic Associates]

A. Twin Cities Orthopedics
Twin Cities Orthopedics is a large Minnesota-based orthopedic healthcare provider specializing in musculoskeletal care, including surgery, sports medicine, and rehabilitation services.
B. Northeast Medical Group
Northeast Medical Group is a large, multi-specialty physician organization affiliated with Yale New Haven Health System that provides coordinated outpatient medical care across communities in Connecticut and neighboring states.
C. Spine Care Institute
Spine Care Institute is a specialized clinical program at Hospital for Special Surgery focused on the diagnosis, treatment, and management of spine-related conditions.
D. Christ Medical Center
Christ Medical Center is a major not-for-profit teaching hospital and Level I trauma center located in Oak Lawn, Illinois, serving the Chicago metropolitan area.
E. Emory Specialty Associates
Emory Specialty Associates is a physician practice network affiliated with Emory Healthcare that provides specialized medical and surgical care across multiple community locations.
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: Shady Grove Orthopedic Associates
Triple: [Shady Grove Orthopedic Associates v. Allstate Insurance Co., plaintiff, Shady Grove Orthopedic Associates]

Generated description

Shady Grove Orthopedic Associates is a medical practice specializing in orthopedic care that became notable as the named plaintiff in the U.S. Supreme Court case Shady Grove Orthopedic Associates v. Allstate Insurance Co.

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

Target entity: Shady Grove Orthopedic Associates
Target entity description: Shady Grove Orthopedic Associates is a medical practice specializing in orthopedic care that became notable as the named plaintiff in the U.S. Supreme Court case Shady Grove Orthopedic Associates v. Allstate Insurance Co.

A. Twin Cities Orthopedics
Twin Cities Orthopedics is a large Minnesota-based orthopedic healthcare provider specializing in musculoskeletal care, including surgery, sports medicine, and rehabilitation services.
B. Northeast Medical Group
Northeast Medical Group is a large, multi-specialty physician organization affiliated with Yale New Haven Health System that provides coordinated outpatient medical care across communities in Connecticut and neighboring states.
C. Spine Care Institute
Spine Care Institute is a specialized clinical program at Hospital for Special Surgery focused on the diagnosis, treatment, and management of spine-related conditions.
D. Christ Medical Center
Christ Medical Center is a major not-for-profit teaching hospital and Level I trauma center located in Oak Lawn, Illinois, serving the Chicago metropolitan area.
E. Emory Specialty Associates
Emory Specialty Associates is a physician practice network affiliated with Emory Healthcare that provides specialized medical and surgical care across multiple community locations.
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_69d8278ed42c8190b9f882dcce611347`	completed	April 9, 2026, 10:26 p.m.
NER	Named-entity recognition	`batch_69de85b386d0819087d14f3ce84a1997`	completed	April 14, 2026, 6:21 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fd3d3124488190b2ea35949294e297`	completed	May 8, 2026, 1:32 a.m.
NEDg	Description generation	`batch_69fd3ded77748190b35908e046ccce67`	completed	May 8, 2026, 1:35 a.m.
NED2	Entity disambiguation (via description)	`batch_69fd3e7425348190abf09c103cc17305`	completed	May 8, 2026, 1:37 a.m.

Created at: April 10, 2026, 1:12 a.m.