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.