Triple

T19486592
Position Surface form Disambiguated ID Type / Status
Subject Department of Design, Manufacturing and Engineering Management, University of Strathclyde E487525 entity
Predicate usesAbbreviation P43 FINISHED
Object DMEM
DMEM is an academic department at the University of Strathclyde focused on integrating design, manufacturing, and engineering management education and research.
 E1379077 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: DMEM | Statement: [Department of Design, Manufacturing and Engineering Management, University of Strathclyde, usesAbbreviation, DMEM]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: DMEM
Context triple: [Department of Design, Manufacturing and Engineering Management, University of Strathclyde, usesAbbreviation, DMEM]
  • A. Dulbecco
    Dulbecco is the surname of Renato Dulbecco, an Italian virologist and Nobel Prize laureate recognized for his pioneering work on the interaction between viruses and the genetic material of cells.
  • B. DME
    DME is a radio navigation system used in aviation to provide pilots with precise distance information from an aircraft to a ground-based station.
  • C. DME
    DME is the IATA airport code for Moscow’s Domodedovo International Airport, one of the major airports serving the Russian capital.
  • D. DME
    DME is a high-speed expressway in northern India that connects Delhi with the city of Meerut to reduce travel time and ease regional traffic congestion.
  • E. DMF
    DMF is the Division of Marine Fisheries, a government agency responsible for managing and conserving marine fishery resources and regulating related activities.
  • 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: DMEM
Triple: [Department of Design, Manufacturing and Engineering Management, University of Strathclyde, usesAbbreviation, DMEM]
Generated description
DMEM is an academic department at the University of Strathclyde focused on integrating design, manufacturing, and engineering management education and research.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: DMEM
Target entity description: DMEM is an academic department at the University of Strathclyde focused on integrating design, manufacturing, and engineering management education and research.
  • A. Dulbecco
    Dulbecco is the surname of Renato Dulbecco, an Italian virologist and Nobel Prize laureate recognized for his pioneering work on the interaction between viruses and the genetic material of cells.
  • B. DME
    DME is a radio navigation system used in aviation to provide pilots with precise distance information from an aircraft to a ground-based station.
  • C. DME
    DME is the IATA airport code for Moscow’s Domodedovo International Airport, one of the major airports serving the Russian capital.
  • D. DME
    DME is a high-speed expressway in northern India that connects Delhi with the city of Meerut to reduce travel time and ease regional traffic congestion.
  • E. DMF
    DMF is the Division of Marine Fisheries, a government agency responsible for managing and conserving marine fishery resources and regulating related activities.
  • 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_69d8e8d924388190b847cb15bb3d0aff completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e63441434081909bf26259bab677fe completed April 20, 2026, 2:12 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07405bf38881908ac55cd869ddea5a completed May 15, 2026, 3:48 p.m.
NEDg Description generation batch_6a0740ff37fc81908e68db633223fb9c completed May 15, 2026, 3:51 p.m.
NED2 Entity disambiguation (via description) batch_6a07424880e08190a582da18e3a6af19 completed May 15, 2026, 3:56 p.m.
Created at: April 10, 2026, 1:39 p.m.