Triple
T6132919
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Blue Cross and Blue Shield of Texas |
E136760
|
entity |
| Predicate | networkType |
P3937
|
FINISHED |
| Object |
HMO
HMO (Health Maintenance Organization) is a type of health insurance plan that provides care through a specified network of providers and typically requires members to choose a primary care physician and obtain referrals for specialist services.
|
E571965
|
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: HMO | Statement: [Blue Cross and Blue Shield of Texas, networkType, HMO]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: HMO Context triple: [Blue Cross and Blue Shield of Texas, networkType, HMO]
-
A.
Humana
Humana is a major American health insurance and managed care company known for offering Medicare, Medicaid, and commercial health plans nationwide.
-
B.
HIP
HIP is a C++ runtime and programming model developed by AMD that enables portable GPU-accelerated code across AMD and NVIDIA hardware.
-
C.
HIP
HIP is the vehicle registration code for the German district of Roth in the state of Bavaria.
-
D.
Multicare
Multicare is a Portuguese health insurance brand that operates as a subsidiary of Fidelidade, offering a range of medical and wellness coverage products.
-
E.
HEOMD
HEOMD is the NASA directorate responsible for planning and overseeing human spaceflight and related exploration and operations missions.
- 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: HMO Triple: [Blue Cross and Blue Shield of Texas, networkType, HMO]
Generated description
HMO (Health Maintenance Organization) is a type of health insurance plan that provides care through a specified network of providers and typically requires members to choose a primary care physician and obtain referrals for specialist services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: HMO Target entity description: HMO (Health Maintenance Organization) is a type of health insurance plan that provides care through a specified network of providers and typically requires members to choose a primary care physician and obtain referrals for specialist services.
-
A.
Humana
Humana is a major American health insurance and managed care company known for offering Medicare, Medicaid, and commercial health plans nationwide.
-
B.
HIP
HIP is a C++ runtime and programming model developed by AMD that enables portable GPU-accelerated code across AMD and NVIDIA hardware.
-
C.
HIP
HIP is the vehicle registration code for the German district of Roth in the state of Bavaria.
-
D.
Multicare
Multicare is a Portuguese health insurance brand that operates as a subsidiary of Fidelidade, offering a range of medical and wellness coverage products.
-
E.
HEOMD
HEOMD is the NASA directorate responsible for planning and overseeing human spaceflight and related exploration and operations missions.
- 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_69c008a0a37c81908e5b4f879158afb3 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c05c509848819089a2b2b58744bc25 |
completed | March 22, 2026, 9:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c135d75a588190a565026498bcce57 |
completed | March 23, 2026, 12:45 p.m. |
| NEDg | Description generation | batch_69c137fb40e881909bdbd776c55a1f51 |
completed | March 23, 2026, 12:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c1387a38788190b8cf2b04e5eeb5e3 |
completed | March 23, 2026, 12:56 p.m. |
Created at: March 22, 2026, 4:15 p.m.