Triple

T2635826
Position Surface form Disambiguated ID Type / Status
Subject American College of Surgeons E59742 entity
Predicate operates P24 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 benchmarks surgical outcomes to help hospitals and surgeons enhance patient care and reduce complications.
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, operates, 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, operates, National Surgical Quality Improvement Program]
  • A. Center for Clinical Standards and Quality
    The Center for Clinical Standards and Quality is a division of the U.S. federal health system responsible for developing, implementing, and enforcing national healthcare quality and safety standards across Medicare- and Medicaid-participating providers.
  • B. 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.
  • C. 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.
  • D. NPSG
    NPSG is the commonly used abbreviation for the National Patient Safety Goals, a set of standards established to improve patient safety in healthcare organizations.
  • E. National Incident-Based Reporting System
    The National Incident-Based Reporting System is a U.S. crime data collection program that compiles detailed, incident-level information on offenses reported to law enforcement agencies nationwide.
  • 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, operates, 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 benchmarks surgical outcomes to help hospitals and surgeons enhance patient care and reduce complications.
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 benchmarks surgical outcomes to help hospitals and surgeons enhance patient care and reduce complications.
  • A. Center for Clinical Standards and Quality
    The Center for Clinical Standards and Quality is a division of the U.S. federal health system responsible for developing, implementing, and enforcing national healthcare quality and safety standards across Medicare- and Medicaid-participating providers.
  • B. 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.
  • C. 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.
  • D. NPSG
    NPSG is the commonly used abbreviation for the National Patient Safety Goals, a set of standards established to improve patient safety in healthcare organizations.
  • E. National Incident-Based Reporting System
    The National Incident-Based Reporting System is a U.S. crime data collection program that compiles detailed, incident-level information on offenses reported to law enforcement agencies nationwide.
  • 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_69ab4ac8596c8190b34997e73d9e991c completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd8e1fffc81908e4921690098c8db completed March 7, 2026, 7:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69af90ac94d48190b3138abac9934ec8 completed March 10, 2026, 3:31 a.m.
NEDg Description generation batch_69af91625bd481908d3666af3cd3733f completed March 10, 2026, 3:34 a.m.
NED2 Entity disambiguation (via description) batch_69af91f9e1208190aa149c9afc84911c completed March 10, 2026, 3:37 a.m.
Created at: March 6, 2026, 9:50 p.m.