Triple
T20399199
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Quality Improvement Organization Program |
E500286
|
entity |
| Predicate | predecessor |
P97
|
FINISHED |
| Object |
Professional Standards Review Organization program
The Professional Standards Review Organization program was a U.S. federal initiative that used physician-led organizations to review the necessity, quality, and cost-effectiveness of care provided to Medicare and Medicaid patients.
|
E1428128
|
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: Professional Standards Review Organization program | Statement: [Quality Improvement Organization Program, predecessor, Professional Standards Review Organization program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Professional Standards Review Organization program Context triple: [Quality Improvement Organization Program, predecessor, Professional Standards Review Organization program]
-
A.
Office of Professional Review
The Office of Professional Review is an internal oversight and accountability unit within the Maine Department of Corrections that investigates staff conduct and policy compliance.
-
B.
Office of Professional Standards
The Office of Professional Standards is an internal oversight and investigative division responsible for ensuring integrity, accountability, and compliance with policies and laws within the Georgia Department of Corrections.
-
C.
Professional Standards Division
The Professional Standards Division is an internal unit of the Liberia National Police responsible for maintaining discipline, ethics, and accountability within the police force.
-
D.
Professional Standards Division
The Professional Standards Division is the unit within the Orange County Sheriff’s Office responsible for overseeing internal affairs, officer conduct, and compliance with departmental policies and professional ethics.
-
E.
Professional Standards Division
The Professional Standards Division is the unit within the Tampa Police Department responsible for overseeing officer conduct, internal investigations, and adherence to departmental policies and ethical standards.
- 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: Professional Standards Review Organization program Triple: [Quality Improvement Organization Program, predecessor, Professional Standards Review Organization program]
Generated description
The Professional Standards Review Organization program was a U.S. federal initiative that used physician-led organizations to review the necessity, quality, and cost-effectiveness of care provided to Medicare and Medicaid patients.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Professional Standards Review Organization program Target entity description: The Professional Standards Review Organization program was a U.S. federal initiative that used physician-led organizations to review the necessity, quality, and cost-effectiveness of care provided to Medicare and Medicaid patients.
-
A.
Office of Professional Review
The Office of Professional Review is an internal oversight and accountability unit within the Maine Department of Corrections that investigates staff conduct and policy compliance.
-
B.
Office of Professional Standards
The Office of Professional Standards is an internal oversight and investigative division responsible for ensuring integrity, accountability, and compliance with policies and laws within the Georgia Department of Corrections.
-
C.
Professional Standards Division
The Professional Standards Division is an internal unit of the Liberia National Police responsible for maintaining discipline, ethics, and accountability within the police force.
-
D.
Professional Standards Division
The Professional Standards Division is the unit within the Orange County Sheriff’s Office responsible for overseeing internal affairs, officer conduct, and compliance with departmental policies and professional ethics.
-
E.
Professional Standards Division
The Professional Standards Division is the unit within the Tampa Police Department responsible for overseeing officer conduct, internal investigations, and adherence to departmental policies and ethical standards.
- F. None of above. chosen
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_69e0b4a81bec8190b69adfdc1336a015 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6798cf04481909f183c4c75fe6d52 |
completed | April 20, 2026, 7:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08762bd7e881909ceddb1b3c26a914 |
completed | May 16, 2026, 1:50 p.m. |
| NEDg | Description generation | batch_6a0877b7ed888190bccc1ba665528aca |
completed | May 16, 2026, 1:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a087834ea1c8190b1b94c70a807668a |
completed | May 16, 2026, 1:59 p.m. |
Created at: April 16, 2026, 11:29 a.m.