Triple

T22457176
Position Surface form Disambiguated ID Type / Status
Subject Pharmaceutical Research and Manufacturers of America E555145 entity
Predicate abbreviation P43 FINISHED
Object PhRMA — NE NERFINISHED

How this triple was built (2 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: PhRMA | Statement: [Pharmaceutical Research and Manufacturers of America, abbreviation, PhRMA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: PhRMA
Context triple: [Pharmaceutical Research and Manufacturers of America, abbreviation, PhRMA]
  • A. European Federation of Pharmaceutical Industries and Associations
    The European Federation of Pharmaceutical Industries and Associations (EFPIA) is a Brussels-based trade association representing the research-based pharmaceutical industry in Europe, advocating for policies that support innovation, patient access to medicines, and a competitive life sciences sector.
  • B. International Pharmaceutical Federation
    The International Pharmaceutical Federation is a global federation representing pharmacists and pharmaceutical scientists, working to advance pharmacy practice, science, and education worldwide.
  • C. Pharmaceutical Research and Manufacturers of America chosen
    Pharmaceutical Research and Manufacturers of America is a major U.S. trade association representing leading biopharmaceutical and drug research companies.
  • D. Patient-Centered Outcomes Research Institute
    The Patient-Centered Outcomes Research Institute is an independent, nonprofit organization in the United States that funds and promotes comparative clinical effectiveness research to help patients and clinicians make better-informed healthcare decisions.
  • E. Japan Pharmaceutical Manufacturers Association
    The Japan Pharmaceutical Manufacturers Association is a major industry organization representing research-based pharmaceutical companies in Japan and contributing to international regulatory harmonization and policy development.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69e11e51fdec8190adfdf9f8a6362221 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15b7c428c8190847a259eef969525 completed April 29, 2026, 1:14 a.m.
Created at: April 16, 2026, 8:48 p.m.