Triple

T19770227
Position Surface form Disambiguated ID Type / Status
Subject Prime Therapeutics E474863 entity
Predicate hasCompetitor P1375 FINISHED
Object Humana Pharmacy Solutions
Humana Pharmacy Solutions is the pharmacy benefit management division of Humana Inc., providing prescription drug plan administration and related pharmacy services to health plan members and employers.
E1394859 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: Humana Pharmacy Solutions | Statement: [Prime Therapeutics, hasCompetitor, Humana Pharmacy Solutions]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Humana Pharmacy Solutions
Context triple: [Prime Therapeutics, hasCompetitor, Humana Pharmacy Solutions]
  • A. OptumRx
    OptumRx is a pharmacy benefit management company that provides prescription drug benefit services and related healthcare solutions across the United States.
  • B. CVS Health
    CVS Health is a major American healthcare company that operates a large pharmacy chain and provides health insurance and pharmacy benefit management services.
  • C. OptumHealth
    OptumHealth is a health services company that provides care delivery, population health management, and related healthcare solutions as part of UnitedHealth Group’s Optum division.
  • D. Rite Aid
    Rite Aid is a major American pharmacy chain that operates retail drugstores offering prescription medications, health and wellness products, and convenience items.
  • E. Optum
    Optum is a health services and innovation company under UnitedHealth Group that provides data-driven care, pharmacy, and technology solutions to healthcare organizations and consumers.
  • 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: Humana Pharmacy Solutions
Triple: [Prime Therapeutics, hasCompetitor, Humana Pharmacy Solutions]
Generated description
Humana Pharmacy Solutions is the pharmacy benefit management division of Humana Inc., providing prescription drug plan administration and related pharmacy services to health plan members and employers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Humana Pharmacy Solutions
Target entity description: Humana Pharmacy Solutions is the pharmacy benefit management division of Humana Inc., providing prescription drug plan administration and related pharmacy services to health plan members and employers.
  • A. OptumRx
    OptumRx is a pharmacy benefit management company that provides prescription drug benefit services and related healthcare solutions across the United States.
  • B. CVS Health
    CVS Health is a major American healthcare company that operates a large pharmacy chain and provides health insurance and pharmacy benefit management services.
  • C. OptumHealth
    OptumHealth is a health services company that provides care delivery, population health management, and related healthcare solutions as part of UnitedHealth Group’s Optum division.
  • D. Rite Aid
    Rite Aid is a major American pharmacy chain that operates retail drugstores offering prescription medications, health and wellness products, and convenience items.
  • E. Optum
    Optum is a health services and innovation company under UnitedHealth Group that provides data-driven care, pharmacy, and technology solutions to healthcare organizations and consumers.
  • 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_69d8e51a43a08190956bc6df13c91a77 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6535ab298819085263dc37cc898cb completed April 20, 2026, 4:24 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07bd74937081908b81d144aa89c5f3 completed May 16, 2026, 12:42 a.m.
NEDg Description generation batch_6a07be450e608190a008095b0502b2d3 completed May 16, 2026, 12:45 a.m.
NED2 Entity disambiguation (via description) batch_6a07bed4c8d8819094fafce7eee69ee7 completed May 16, 2026, 12:48 a.m.
Created at: April 10, 2026, 1:48 p.m.