Triple
T443437
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | American Medical Association |
E10164
|
entity |
| Predicate | develops |
P73
|
FINISHED |
| Object |
Current Procedural Terminology
Current Procedural Terminology is a standardized medical code set used in the United States to document and bill for medical, surgical, and diagnostic services.
|
E55462
|
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: Current Procedural Terminology | Statement: [American Medical Association, develops, Current Procedural Terminology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Current Procedural Terminology Context triple: [American Medical Association, develops, Current Procedural Terminology]
-
A.
International Classification of Diseases
The International Classification of Diseases is a globally used diagnostic system that standardizes codes for diseases, health conditions, and related medical problems to support clinical care, research, and health statistics.
-
B.
SNOMED CT
SNOMED CT is a comprehensive, multilingual clinical healthcare terminology used worldwide to standardize the recording and sharing of medical information in electronic health records.
-
C.
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.
-
D.
ICD-O
ICD-O (International Classification of Diseases for Oncology) is a specialized coding system used worldwide for classifying tumors by site, morphology, behavior, and grade in cancer registration and research.
-
E.
International Classification of Health Interventions
The International Classification of Health Interventions is a standardized global system developed by the World Health Organization to categorize and code medical and health-related procedures and interventions for use in clinical practice, research, and health statistics.
- 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: Current Procedural Terminology Triple: [American Medical Association, develops, Current Procedural Terminology]
Generated description
Current Procedural Terminology is a standardized medical code set used in the United States to document and bill for medical, surgical, and diagnostic services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Current Procedural Terminology Target entity description: Current Procedural Terminology is a standardized medical code set used in the United States to document and bill for medical, surgical, and diagnostic services.
-
A.
International Classification of Diseases
The International Classification of Diseases is a globally used diagnostic system that standardizes codes for diseases, health conditions, and related medical problems to support clinical care, research, and health statistics.
-
B.
SNOMED CT
SNOMED CT is a comprehensive, multilingual clinical healthcare terminology used worldwide to standardize the recording and sharing of medical information in electronic health records.
-
C.
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.
-
D.
ICD-O
ICD-O (International Classification of Diseases for Oncology) is a specialized coding system used worldwide for classifying tumors by site, morphology, behavior, and grade in cancer registration and research.
-
E.
International Classification of Health Interventions
The International Classification of Health Interventions is a standardized global system developed by the World Health Organization to categorize and code medical and health-related procedures and interventions for use in clinical practice, research, and health statistics.
- 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_69a2e8465ef481909655c681b01e2986 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2ef43e8f88190a5d368add11a38c0 |
completed | Feb. 28, 2026, 1:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a43e7467708190bc80b1d712cba746 |
completed | March 1, 2026, 1:26 p.m. |
| NEDg | Description generation | batch_69a43f72a4588190a3701d49b24b364c |
completed | March 1, 2026, 1:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a43fbc3b748190804e2af4a511147a |
completed | March 1, 2026, 1:31 p.m. |
Created at: Feb. 28, 2026, 1:11 p.m.