Triple
T1253737
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | American College of Radiology |
E26935
|
entity |
| Predicate | develops |
P73
|
FINISHED |
| Object |
ACR Appropriateness Criteria
ACR Appropriateness Criteria are evidence-based guidelines that help clinicians choose the most appropriate imaging or treatment options for specific clinical conditions.
|
E26935
|
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: ACR Appropriateness Criteria | Statement: [American College of Radiology, develops, ACR Appropriateness Criteria]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ACR Appropriateness Criteria Context triple: [American College of Radiology, develops, ACR Appropriateness Criteria]
-
A.
Clinical Practices of the University of Pennsylvania
Clinical Practices of the University of Pennsylvania is the faculty practice plan and outpatient clinical arm of Penn Medicine, providing patient care across a wide range of specialties in collaboration with the University of Pennsylvania’s health system.
-
B.
American College of Radiology
The American College of Radiology is a professional medical society that advances the practice and quality of radiology through education, research, and the development of clinical and imaging standards.
-
C.
Radiological Society of North America
The Radiological Society of North America is a leading professional organization dedicated to advancing radiology through education, research, and innovation, best known for its major annual scientific meeting and influential medical imaging journal.
-
D.
AMA Code of Medical Ethics
The AMA Code of Medical Ethics is a foundational set of ethical guidelines that defines professional conduct, responsibilities, and decision-making standards for physicians in the United States.
-
E.
International Classification of Primary Care
The International Classification of Primary Care is a standardized system used worldwide to code and organize data on patient reasons for encounter, diagnoses, and primary care processes in general practice settings.
- 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: ACR Appropriateness Criteria Triple: [American College of Radiology, develops, ACR Appropriateness Criteria]
Generated description
ACR Appropriateness Criteria are evidence-based guidelines that help clinicians choose the most appropriate imaging or treatment options for specific clinical conditions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ACR Appropriateness Criteria Target entity description: ACR Appropriateness Criteria are evidence-based guidelines that help clinicians choose the most appropriate imaging or treatment options for specific clinical conditions.
-
A.
Clinical Practices of the University of Pennsylvania
Clinical Practices of the University of Pennsylvania is the faculty practice plan and outpatient clinical arm of Penn Medicine, providing patient care across a wide range of specialties in collaboration with the University of Pennsylvania’s health system.
-
B.
American College of Radiology
chosen
The American College of Radiology is a professional medical society that advances the practice and quality of radiology through education, research, and the development of clinical and imaging standards.
-
C.
Radiological Society of North America
The Radiological Society of North America is a leading professional organization dedicated to advancing radiology through education, research, and innovation, best known for its major annual scientific meeting and influential medical imaging journal.
-
D.
AMA Code of Medical Ethics
The AMA Code of Medical Ethics is a foundational set of ethical guidelines that defines professional conduct, responsibilities, and decision-making standards for physicians in the United States.
-
E.
International Classification of Primary Care
The International Classification of Primary Care is a standardized system used worldwide to code and organize data on patient reasons for encounter, diagnoses, and primary care processes in general practice settings.
- 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_69a49487a9c48190ba9b05348fd1b53f |
completed | March 1, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69a4bfa407a0819099399799a416152e |
completed | March 1, 2026, 10:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac93c903488190bcbf1928699bafd2 |
completed | March 7, 2026, 9:08 p.m. |
| NEDg | Description generation | batch_69ac942d359c81908d2c2acb4c1aa8d0 |
completed | March 7, 2026, 9:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac95cf8800819080d18d559f73dcc2 |
completed | March 7, 2026, 9:17 p.m. |
Created at: March 1, 2026, 7:47 p.m.