Triple
T22988008
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | EPO |
E571966
|
entity |
| Predicate | standsFor |
P590
|
FINISHED |
| Object | Exclusive Provider Organization |
—
|
NE NERFINISHED |
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: 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cabin, offering lie-flat seats and enhanced services on international and select transcontinental routes before being superseded by United Polaris.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.
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 (2 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. |
Created at: April 17, 2026, 3:49 p.m.