Triple

T22812495

Position	Surface form	Disambiguated ID	Type / Status
Subject	Blue Cross Blue Shield Association	`E565019`	entity
Predicate	hasMember	`P10`	FINISHED
Object	Blue Cross and Blue Shield of Vermont Blue Cross and Blue Shield of Vermont is a regional, not-for-profit health insurance company that provides medical coverage and related services to individuals and employers throughout Vermont.	`E1556280`	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: Blue Cross and Blue Shield of Vermont | Statement: [Blue Cross Blue Shield Association, hasMember, Blue Cross and Blue Shield of Vermont]

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

Target entity: Blue Cross and Blue Shield of Vermont
Context triple: [Blue Cross Blue Shield Association, hasMember, Blue Cross and Blue Shield of Vermont]

A. Blue Cross Blue Shield of Massachusetts
Blue Cross Blue Shield of Massachusetts is a major not-for-profit health insurance company providing medical coverage and related services to individuals and employers throughout Massachusetts.
B. Blue Cross and Blue Shield of Hawaii
Blue Cross and Blue Shield of Hawaii is a regional health insurance provider serving Hawaii under the national Blue Cross Blue Shield network.
C. Blue Cross Blue Shield Association
Blue Cross Blue Shield Association is a federation of independent health insurance companies in the United States that collectively provide health coverage to millions of members nationwide.
D. Blue Cross and Blue Shield of Delaware
Blue Cross and Blue Shield of Delaware is a health insurance company serving individuals and employers in Delaware as part of the nationwide Blue Cross Blue Shield network.
E. Blue Cross and Blue Shield of Utah
Blue Cross and Blue Shield of Utah is a regional health insurance provider that operates under the national Blue Cross Blue Shield Association, offering medical coverage and related services to individuals and employers in Utah.
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: Blue Cross and Blue Shield of Vermont
Triple: [Blue Cross Blue Shield Association, hasMember, Blue Cross and Blue Shield of Vermont]

Generated description

Blue Cross and Blue Shield of Vermont is a regional, not-for-profit health insurance company that provides medical coverage and related services to individuals and employers throughout Vermont.

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

Target entity: Blue Cross and Blue Shield of Vermont
Target entity description: Blue Cross and Blue Shield of Vermont is a regional, not-for-profit health insurance company that provides medical coverage and related services to individuals and employers throughout Vermont.

A. Blue Cross Blue Shield of Massachusetts
Blue Cross Blue Shield of Massachusetts is a major not-for-profit health insurance company providing medical coverage and related services to individuals and employers throughout Massachusetts.
B. Blue Cross and Blue Shield of Hawaii
Blue Cross and Blue Shield of Hawaii is a regional health insurance provider serving Hawaii under the national Blue Cross Blue Shield network.
C. Blue Cross Blue Shield Association
Blue Cross Blue Shield Association is a federation of independent health insurance companies in the United States that collectively provide health coverage to millions of members nationwide.
D. Blue Cross and Blue Shield of Delaware
Blue Cross and Blue Shield of Delaware is a health insurance company serving individuals and employers in Delaware as part of the nationwide Blue Cross Blue Shield network.
E. Blue Cross and Blue Shield of Utah
Blue Cross and Blue Shield of Utah is a regional health insurance provider that operates under the national Blue Cross Blue Shield Association, offering medical coverage and related services to individuals and employers in Utah.
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_69e2458426188190b58b8ab4844fe420`	completed	April 17, 2026, 2:36 p.m.
NER	Named-entity recognition	`batch_69f17d60f5948190b624b2dab04cbe63`	completed	April 29, 2026, 3:39 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0ba7a442508190b0aa8f64694c501a`	completed	May 18, 2026, 11:58 p.m.
NEDg	Description generation	`batch_6a0ba81bade88190bc0f4225600509a2`	completed	May 19, 2026, midnight
NED2	Entity disambiguation (via description)	`batch_6a0ba8c3d6c88190944df9358dd58c4e`	completed	May 19, 2026, 12:03 a.m.

Created at: April 17, 2026, 3:32 p.m.