Triple

T18750416
Position Surface form Disambiguated ID Type / Status
Subject Council Directive 93/42/EEC E458510 entity
Predicate abbreviation P43 FINISHED
Object MDD
MDD is the Medical Devices Directive, a key piece of European Union legislation that regulated the safety and performance of medical devices before being replaced by the Medical Device Regulation (MDR).
E1342266 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: MDD | Statement: [Council Directive 93/42/EEC, abbreviation, MDD]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MDD
Context triple: [Council Directive 93/42/EEC, abbreviation, MDD]
  • A. MDD
    MDD is the standard abbreviation for the Murray–Darling Depression bioregion, a large arid to semi-arid landscape in southeastern Australia known for its unique ecosystems and significant river systems.
  • B. SAD
    SAD is the vehicle registration code used on license plates for the Schwandorf district in Bavaria, Germany.
  • C. MDDF
    MDDF is the state defense force of Maryland, a volunteer military organization that supports the Maryland National Guard and state emergency operations.
  • D. S.A.D.
    S.A.D. is a component or segment within the work "The Art of Doing Nothing," likely representing a themed section or chapter that contributes to the book’s overall exploration of idleness and relaxation.
  • E. MDDN
    MDDN is an independent music company and artist management firm founded by Good Charlotte’s Madden brothers, known for working closely with rock and alternative acts.
  • 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: MDD
Triple: [Council Directive 93/42/EEC, abbreviation, MDD]
Generated description
MDD is the Medical Devices Directive, a key piece of European Union legislation that regulated the safety and performance of medical devices before being replaced by the Medical Device Regulation (MDR).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MDD
Target entity description: MDD is the Medical Devices Directive, a key piece of European Union legislation that regulated the safety and performance of medical devices before being replaced by the Medical Device Regulation (MDR).
  • A. MDD
    MDD is the standard abbreviation for the Murray–Darling Depression bioregion, a large arid to semi-arid landscape in southeastern Australia known for its unique ecosystems and significant river systems.
  • B. SAD
    SAD is the vehicle registration code used on license plates for the Schwandorf district in Bavaria, Germany.
  • C. MDDF
    MDDF is the state defense force of Maryland, a volunteer military organization that supports the Maryland National Guard and state emergency operations.
  • D. S.A.D.
    S.A.D. is a component or segment within the work "The Art of Doing Nothing," likely representing a themed section or chapter that contributes to the book’s overall exploration of idleness and relaxation.
  • E. MDDN
    MDDN is an independent music company and artist management firm founded by Good Charlotte’s Madden brothers, known for working closely with rock and alternative acts.
  • 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_69d8d394dc308190b6725073f5db324c completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e579ec71cc8190bb6d3fa6cca6dc8c completed April 20, 2026, 12:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a053d350fbc81909969b6fa502af370 completed May 14, 2026, 3:10 a.m.
NEDg Description generation batch_6a05414a5b6c81908da562c6322e000d completed May 14, 2026, 3:28 a.m.
NED2 Entity disambiguation (via description) batch_6a054217f8cc8190810d9f99ee6a5f9c completed May 14, 2026, 3:31 a.m.
Created at: April 10, 2026, 11:51 a.m.