Triple

T475750
Position Surface form Disambiguated ID Type / Status
Subject American College of Surgeons E9056 entity
Predicate operatesProgram P1688 FINISHED
Object National Surgical Quality Improvement Program
The National Surgical Quality Improvement Program is a nationally recognized, data-driven quality improvement initiative that measures and enhances surgical outcomes across participating hospitals.
E9056 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: National Surgical Quality Improvement Program | Statement: [American College of Surgeons, operatesProgram, National Surgical Quality Improvement Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Surgical Quality Improvement Program
Context triple: [American College of Surgeons, operatesProgram, National Surgical Quality Improvement Program]
  • A. American College of Surgeons
    The American College of Surgeons is a professional medical association in the United States that sets standards and promotes excellence in surgical practice, education, and patient care.
  • B. Agency for Healthcare Research and Quality
    The Agency for Healthcare Research and Quality is a U.S. federal agency that conducts and supports research to improve the quality, safety, efficiency, and effectiveness of healthcare for all Americans.
  • C. National Patient Safety Goals
    The National Patient Safety Goals are a set of evidence-based standards designed to improve key aspects of patient safety in healthcare organizations accredited by The Joint Commission.
  • D. Bureau of Health Care Safety and Quality
    The Bureau of Health Care Safety and Quality is a division of Massachusetts state government responsible for overseeing and improving the safety, quality, and regulatory compliance of health care facilities and services.
  • E. Joint Commission
    The Joint Commission is an independent, nonprofit organization that accredits and certifies healthcare organizations and programs in the United States to promote quality and patient safety.
  • 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: National Surgical Quality Improvement Program
Triple: [American College of Surgeons, operatesProgram, National Surgical Quality Improvement Program]
Generated description
The National Surgical Quality Improvement Program is a nationally recognized, data-driven quality improvement initiative that measures and enhances surgical outcomes across participating hospitals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Surgical Quality Improvement Program
Target entity description: The National Surgical Quality Improvement Program is a nationally recognized, data-driven quality improvement initiative that measures and enhances surgical outcomes across participating hospitals.
  • A. American College of Surgeons chosen
    The American College of Surgeons is a professional medical association in the United States that sets standards and promotes excellence in surgical practice, education, and patient care.
  • B. Agency for Healthcare Research and Quality
    The Agency for Healthcare Research and Quality is a U.S. federal agency that conducts and supports research to improve the quality, safety, efficiency, and effectiveness of healthcare for all Americans.
  • C. National Patient Safety Goals
    The National Patient Safety Goals are a set of evidence-based standards designed to improve key aspects of patient safety in healthcare organizations accredited by The Joint Commission.
  • D. Bureau of Health Care Safety and Quality
    The Bureau of Health Care Safety and Quality is a division of Massachusetts state government responsible for overseeing and improving the safety, quality, and regulatory compliance of health care facilities and services.
  • E. Joint Commission
    The Joint Commission is an independent, nonprofit organization that accredits and certifies healthcare organizations and programs in the United States to promote quality and patient safety.
  • F. None of above.

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_69a2e7ff81708190b0507a24a997232c completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2f03b5e5081908ee3dba9d19a6871 completed Feb. 28, 2026, 1:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69a468010c10819090d325d6c3d6f50c completed March 1, 2026, 4:23 p.m.
NEDg Description generation batch_69a468b2515881908bc2beb93685f404 completed March 1, 2026, 4:26 p.m.
NED2 Entity disambiguation (via description) batch_69a46912b7f48190979fb2ebd8e027e9 completed March 1, 2026, 4:28 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.