Triple
T4689702
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ATC |
E104004
|
entity |
| Predicate | fullName |
P16
|
FINISHED |
| Object |
Anatomical Therapeutic Chemical Classification System
The Anatomical Therapeutic Chemical Classification System is an internationally used drug classification system that organizes medicines into groups according to the organ or system they act on and their therapeutic and chemical characteristics.
|
E462927
|
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: Anatomical Therapeutic Chemical Classification System | Statement: [ATC, fullName, Anatomical Therapeutic Chemical Classification System]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Anatomical Therapeutic Chemical Classification System Context triple: [ATC, fullName, Anatomical Therapeutic Chemical Classification System]
-
A.
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.
-
B.
Medical Subject Headings
Medical Subject Headings (MeSH) is a comprehensive controlled vocabulary thesaurus used for indexing, cataloging, and searching biomedical and health-related information.
-
C.
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.
-
D.
MeSH
MeSH (Medical Subject Headings) is a comprehensive controlled vocabulary thesaurus used for indexing, cataloging, and searching biomedical and health-related information.
-
E.
SNOMED International
SNOMED International is a global not-for-profit organization responsible for developing and promoting the SNOMED CT clinical terminology standard used in healthcare systems worldwide.
- 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: Anatomical Therapeutic Chemical Classification System Triple: [ATC, fullName, Anatomical Therapeutic Chemical Classification System]
Generated description
The Anatomical Therapeutic Chemical Classification System is an internationally used drug classification system that organizes medicines into groups according to the organ or system they act on and their therapeutic and chemical characteristics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Anatomical Therapeutic Chemical Classification System Target entity description: The Anatomical Therapeutic Chemical Classification System is an internationally used drug classification system that organizes medicines into groups according to the organ or system they act on and their therapeutic and chemical characteristics.
-
A.
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.
-
B.
Medical Subject Headings
Medical Subject Headings (MeSH) is a comprehensive controlled vocabulary thesaurus used for indexing, cataloging, and searching biomedical and health-related information.
-
C.
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.
-
D.
MeSH
MeSH (Medical Subject Headings) is a comprehensive controlled vocabulary thesaurus used for indexing, cataloging, and searching biomedical and health-related information.
-
E.
SNOMED International
SNOMED International is a global not-for-profit organization responsible for developing and promoting the SNOMED CT clinical terminology standard used in healthcare systems worldwide.
- 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_69bd43df91f481908e9add1b617b60ef |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd6399621881909aa8ffb1c27284e9 |
completed | March 20, 2026, 3:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be03ba56f88190bc9f6da051b5052f |
completed | March 21, 2026, 2:34 a.m. |
| NEDg | Description generation | batch_69be077d06988190b3b20b48e4017abb |
completed | March 21, 2026, 2:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be084a59e88190b1e0342a529b7b8f |
completed | March 21, 2026, 2:54 a.m. |
Created at: March 20, 2026, 1:16 p.m.