Triple
T22988011
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | EPO |
E571966
|
entity |
| Predicate | hasNetworkRequirement |
P33694
|
FINISHED |
| Object | members must use in-network providers for covered non-emergency care |
—
|
LITERAL FINISHED |
How this triple was built (2 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: members must use in-network providers for covered non-emergency care | Statement: [EPO, hasNetworkRequirement, members must use in-network providers for covered non-emergency care]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasNetworkRequirement Context triple: [EPO, hasNetworkRequirement, members must use in-network providers for covered non-emergency care]
-
A.
networkRequirement
chosen
Indicates that one entity requires access to or use of another entity’s network resources or connectivity to function or be fulfilled.
-
B.
canUseNetworkType
Indicates that an entity is permitted or able to operate using a specified type of network.
-
C.
requiresCarrierSupport
Indicates that performing or enabling this action depends on support or approval from a carrier (e.g., a mobile network operator).
-
D.
requiresDevice
Indicates that performing the specified action or relationship is contingent on the presence or use of a particular device.
-
E.
hasPrimaryNetwork
Indicates that an entity is associated with or connected to its main or most important network among potentially multiple networks.
- F. None of above.
Provenance (3 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. |
| PD | Predicate disambiguation | batch_69ef3b974e7c8190b8be11dbb4518693 |
completed | April 27, 2026, 10:33 a.m. |
Created at: April 17, 2026, 3:49 p.m.