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.