Triple

T3389589
Position Surface form Disambiguated ID Type / Status
Subject MEDLINE E71384 entity
Predicate indexingStandard P19875 FINISHED
Object MeSH qualifiers
MeSH qualifiers are standardized subheadings used in conjunction with Medical Subject Headings to refine and specify the aspects of biomedical topics in MEDLINE indexing and retrieval.
 E353352 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: MeSH qualifiers | Statement: [MEDLINE, indexingStandard, MeSH qualifiers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MeSH qualifiers
Context triple: [MEDLINE, indexingStandard, MeSH qualifiers]
  • 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. SNOMED CT Browser
    SNOMED CT Browser is an online tool that allows users to search, explore, and navigate the SNOMED CT clinical terminology system.
  • C. Regenstrief Institute LOINC Committee
    The Regenstrief Institute LOINC Committee is the expert governing body responsible for developing, maintaining, and overseeing the Logical Observation Identifiers Names and Codes (LOINC) standard for health data interoperability.
  • D. LOINC
    LOINC (Logical Observation Identifiers Names and Codes) is a widely used international standard for identifying laboratory tests, clinical measurements, and other health observations in electronic health records and data exchange.
  • E. NCBI E-utilities API
    The NCBI E-utilities API is a set of programmatic web services that allow automated querying, retrieval, and integration of data from NCBI databases such as PubMed.
  • 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: MeSH qualifiers
Triple: [MEDLINE, indexingStandard, MeSH qualifiers]
Generated description
MeSH qualifiers are standardized subheadings used in conjunction with Medical Subject Headings to refine and specify the aspects of biomedical topics in MEDLINE indexing and retrieval.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MeSH qualifiers
Target entity description: MeSH qualifiers are standardized subheadings used in conjunction with Medical Subject Headings to refine and specify the aspects of biomedical topics in MEDLINE indexing and retrieval.
  • 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. SNOMED CT Browser
    SNOMED CT Browser is an online tool that allows users to search, explore, and navigate the SNOMED CT clinical terminology system.
  • C. Regenstrief Institute LOINC Committee
    The Regenstrief Institute LOINC Committee is the expert governing body responsible for developing, maintaining, and overseeing the Logical Observation Identifiers Names and Codes (LOINC) standard for health data interoperability.
  • D. LOINC
    LOINC (Logical Observation Identifiers Names and Codes) is a widely used international standard for identifying laboratory tests, clinical measurements, and other health observations in electronic health records and data exchange.
  • E. NCBI E-utilities API
    The NCBI E-utilities API is a set of programmatic web services that allow automated querying, retrieval, and integration of data from NCBI databases such as PubMed.
  • 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_69ad85a8fd9c819095ecedf838d2bf1b completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb666e514819090560d43bfaf55b8 completed March 8, 2026, 5:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3345a95ac819098be25233b8e0ed5 completed March 12, 2026, 9:47 p.m.
NEDg Description generation batch_69b33542a1008190a1cc4aec663d97bc completed March 12, 2026, 9:50 p.m.
NED2 Entity disambiguation (via description) batch_69b3391c4e24819082e9a0f50c1afab8 completed March 12, 2026, 10:07 p.m.
Created at: March 8, 2026, 3:14 p.m.