Triple

T22041591
Position Surface form Disambiguated ID Type / Status
Subject Extra Help program E544647 entity
Predicate relatedTo P37 FINISHED
Object State Pharmaceutical Assistance Programs
State Pharmaceutical Assistance Programs are state-run initiatives that help eligible residents afford prescription medications by offering financial assistance or supplemental coverage alongside federal benefits like Medicare.
E1515609 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: State Pharmaceutical Assistance Programs | Statement: [Extra Help program, relatedTo, State Pharmaceutical Assistance Programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: State Pharmaceutical Assistance Programs
Context triple: [Extra Help program, relatedTo, State Pharmaceutical Assistance Programs]
  • A. State Pharmacy Councils
    State Pharmacy Councils are statutory regulatory bodies at the state level in India responsible for registering pharmacists and overseeing the practice and standards of pharmacy within their jurisdictions.
  • B. Medicaid Drug Rebate Program
    The Medicaid Drug Rebate Program is a U.S. federal initiative that requires drug manufacturers to provide rebates to state Medicaid programs in exchange for Medicaid coverage of their outpatient prescription drugs, helping control costs for the program.
  • C. 340B Drug Pricing Program
    The 340B Drug Pricing Program is a U.S. federal initiative that requires drug manufacturers to provide outpatient medications to eligible healthcare organizations at significantly reduced prices to support care for underserved patients.
  • D. U.S. state Medicaid agencies
    U.S. state Medicaid agencies are government bodies in each state responsible for administering Medicaid programs and benefits to eligible low-income residents.
  • E. Prescription Drug Take Back Program
    The Prescription Drug Take Back Program is a U.S. Drug Enforcement Administration initiative that provides safe, convenient, and responsible ways for the public to dispose of unused or expired prescription medications.
  • 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: State Pharmaceutical Assistance Programs
Triple: [Extra Help program, relatedTo, State Pharmaceutical Assistance Programs]
Generated description
State Pharmaceutical Assistance Programs are state-run initiatives that help eligible residents afford prescription medications by offering financial assistance or supplemental coverage alongside federal benefits like Medicare.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: State Pharmaceutical Assistance Programs
Target entity description: State Pharmaceutical Assistance Programs are state-run initiatives that help eligible residents afford prescription medications by offering financial assistance or supplemental coverage alongside federal benefits like Medicare.
  • A. State Pharmacy Councils
    State Pharmacy Councils are statutory regulatory bodies at the state level in India responsible for registering pharmacists and overseeing the practice and standards of pharmacy within their jurisdictions.
  • B. Medicaid Drug Rebate Program
    The Medicaid Drug Rebate Program is a U.S. federal initiative that requires drug manufacturers to provide rebates to state Medicaid programs in exchange for Medicaid coverage of their outpatient prescription drugs, helping control costs for the program.
  • C. 340B Drug Pricing Program
    The 340B Drug Pricing Program is a U.S. federal initiative that requires drug manufacturers to provide outpatient medications to eligible healthcare organizations at significantly reduced prices to support care for underserved patients.
  • D. U.S. state Medicaid agencies
    U.S. state Medicaid agencies are government bodies in each state responsible for administering Medicaid programs and benefits to eligible low-income residents.
  • E. Prescription Drug Take Back Program
    The Prescription Drug Take Back Program is a U.S. Drug Enforcement Administration initiative that provides safe, convenient, and responsible ways for the public to dispose of unused or expired prescription medications.
  • 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_69e11e32445c8190ab97089b48a130bb completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f12829c1c081909edc7544242c9c7a completed April 28, 2026, 9:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a7b6f2a1c819090cfa07e83f24368 completed May 18, 2026, 2:37 a.m.
NEDg Description generation batch_6a0a7c73537481908c644642f825569f completed May 18, 2026, 2:41 a.m.
NED2 Entity disambiguation (via description) batch_6a0a7d29f5a08190b41cad11e2192727 completed May 18, 2026, 2:44 a.m.
Created at: April 16, 2026, 8:25 p.m.