Triple

T22988008
Position Surface form Disambiguated ID Type / Status
Subject EPO E571966 entity
Predicate standsFor P590 FINISHED
Object Exclusive Provider Organization
An Exclusive Provider Organization (EPO) is a type of managed care health insurance plan that covers services only from a specific network of providers, except in emergencies.
 E1565365 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: Exclusive Provider Organization | Statement: [EPO, standsFor, Exclusive Provider Organization]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Exclusive Provider Organization
Context triple: [EPO, standsFor, Exclusive Provider Organization]
  • A. Exclusive Networks
    Exclusive Networks is a global cybersecurity-focused value-added distributor that provides specialized security and cloud solutions through an extensive network of channel partners.
  • B. United BusinessFirst
    United BusinessFirst was United Airlines’ former long-haul premium business class cabin, offering lie-flat seats and enhanced services on international and select transcontinental routes before being superseded by United Polaris.
  • C. Progressive Specialty Insurance Company
    Progressive Specialty Insurance Company is a subsidiary of Progressive Corporation that provides specialized property and casualty insurance products tailored to niche markets and specific customer needs.
  • D. OnX Enterprise Solutions
    OnX Enterprise Solutions is an IT services and solutions provider specializing in data center, cloud, and managed services for enterprise clients.
  • E. New Enterprise Associates
    New Enterprise Associates is a major global venture capital firm known for investing in early-stage and growth-stage technology and healthcare companies.
  • 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: Exclusive Provider Organization
Triple: [EPO, standsFor, Exclusive Provider Organization]
Generated description
An Exclusive Provider Organization (EPO) is a type of managed care health insurance plan that covers services only from a specific network of providers, except in emergencies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Exclusive Provider Organization
Target entity description: An Exclusive Provider Organization (EPO) is a type of managed care health insurance plan that covers services only from a specific network of providers, except in emergencies.
  • A. Exclusive Networks
    Exclusive Networks is a global cybersecurity-focused value-added distributor that provides specialized security and cloud solutions through an extensive network of channel partners.
  • B. United BusinessFirst
    United BusinessFirst was United Airlines’ former long-haul premium business class cabin, offering lie-flat seats and enhanced services on international and select transcontinental routes before being superseded by United Polaris.
  • C. Progressive Specialty Insurance Company
    Progressive Specialty Insurance Company is a subsidiary of Progressive Corporation that provides specialized property and casualty insurance products tailored to niche markets and specific customer needs.
  • D. OnX Enterprise Solutions
    OnX Enterprise Solutions is an IT services and solutions provider specializing in data center, cloud, and managed services for enterprise clients.
  • E. New Enterprise Associates
    New Enterprise Associates is a major global venture capital firm known for investing in early-stage and growth-stage technology and healthcare companies.
  • 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_69e245b535808190adef8a9df3c584db completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1829b4ea88190bc1a01183df7a1bb completed April 29, 2026, 4:01 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bd376fff08190b35d33b0db8f2e8a completed May 19, 2026, 3:05 a.m.
NEDg Description generation batch_6a0bd7f95c208190ae836554fbb958a2 completed May 19, 2026, 3:24 a.m.
NED2 Entity disambiguation (via description) batch_6a0bd8a2c470819081fbbc871391215e completed May 19, 2026, 3:27 a.m.
Created at: April 17, 2026, 3:49 p.m.