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.