Triple

T7031242
Position Surface form Disambiguated ID Type / Status
Subject 340B Drug Pricing Program E163275 entity
Predicate administeredBy P86 FINISHED
Object Office of Pharmacy Affairs
The Office of Pharmacy Affairs is a division within the U.S. Health Resources and Services Administration that oversees federal drug discount initiatives for safety-net healthcare providers.
E637323 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: Office of Pharmacy Affairs | Statement: [340B Drug Pricing Program, administeredBy, Office of Pharmacy Affairs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Office of Pharmacy Affairs
Context triple: [340B Drug Pricing Program, administeredBy, Office of Pharmacy Affairs]
  • A. Department of Pharmacy
    The Department of Pharmacy is an academic unit at the National University of Colombia in Bogotá dedicated to education and research in pharmaceutical sciences and related health disciplines.
  • B. Office of Pharmaceutical Quality
    The Office of Pharmaceutical Quality is a U.S. Food and Drug Administration office responsible for ensuring the quality, safety, and consistency of human drugs throughout their lifecycle.
  • C. Department of Clinical Pharmacy
    The Department of Clinical Pharmacy is an academic unit specializing in the study and practice of optimizing medication therapy and patient care within the Faculty of Pharmacy at Cairo University.
  • D. McWhorter School of Pharmacy
    McWhorter School of Pharmacy is the pharmacy school of Samford University, offering professional and graduate programs in pharmaceutical education and research.
  • E. Office of Regulatory Affairs
    The Office of Regulatory Affairs is the U.S. FDA’s primary field organization responsible for inspecting regulated products and manufacturers, enforcing compliance, and overseeing import operations to protect public health.
  • 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: Office of Pharmacy Affairs
Triple: [340B Drug Pricing Program, administeredBy, Office of Pharmacy Affairs]
Generated description
The Office of Pharmacy Affairs is a division within the U.S. Health Resources and Services Administration that oversees federal drug discount initiatives for safety-net healthcare providers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Office of Pharmacy Affairs
Target entity description: The Office of Pharmacy Affairs is a division within the U.S. Health Resources and Services Administration that oversees federal drug discount initiatives for safety-net healthcare providers.
  • A. Department of Pharmacy
    The Department of Pharmacy is an academic unit at the National University of Colombia in Bogotá dedicated to education and research in pharmaceutical sciences and related health disciplines.
  • B. Office of Pharmaceutical Quality
    The Office of Pharmaceutical Quality is a U.S. Food and Drug Administration office responsible for ensuring the quality, safety, and consistency of human drugs throughout their lifecycle.
  • C. Department of Clinical Pharmacy
    The Department of Clinical Pharmacy is an academic unit specializing in the study and practice of optimizing medication therapy and patient care within the Faculty of Pharmacy at Cairo University.
  • D. McWhorter School of Pharmacy
    McWhorter School of Pharmacy is the pharmacy school of Samford University, offering professional and graduate programs in pharmaceutical education and research.
  • E. Office of Regulatory Affairs
    The Office of Regulatory Affairs is the U.S. FDA’s primary field organization responsible for inspecting regulated products and manufacturers, enforcing compliance, and overseeing import operations to protect public health.
  • 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_69c6885d691c81908cf7d31083113886 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6e20ee1208190811be10a84e7d8a4 completed March 27, 2026, 8:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69c775980920819081d31b8d2843fb3d completed March 28, 2026, 6:30 a.m.
NEDg Description generation batch_69c77aa1c704819088a9561ac55f9037 completed March 28, 2026, 6:52 a.m.
NED2 Entity disambiguation (via description) batch_69c77b082f3c8190a649297ce0f816bb completed March 28, 2026, 6:54 a.m.
Created at: March 27, 2026, 2:35 p.m.