Triple

T10003693
Position Surface form Disambiguated ID Type / Status
Subject Daikin Industries E198187 entity
Predicate hasSubsidiary P254 FINISHED
Object McQuay International
McQuay International is a manufacturer of commercial heating, ventilation, and air conditioning (HVAC) systems that operates as a subsidiary of Daikin Industries.
E198187 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: McQuay International | Statement: [Daikin Industries, hasSubsidiary, McQuay International]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: McQuay International
Context triple: [Daikin Industries, hasSubsidiary, McQuay International]
  • A. Trane Technologies
    Trane Technologies is a global climate innovation company specializing in heating, ventilation, air conditioning (HVAC), and refrigeration solutions for buildings, homes, and transportation.
  • B. Lennox International
    Lennox International is a major American manufacturer of heating, ventilation, air conditioning, and refrigeration (HVACR) equipment serving residential and commercial markets worldwide.
  • C. Daikin Industries
    Daikin Industries is a leading Japanese multinational company specializing in air conditioning, refrigeration, and climate control systems worldwide.
  • D. Modine Manufacturing Company
    Modine Manufacturing Company is an American industrial firm known for designing and manufacturing thermal management and heat transfer products for automotive, commercial, and industrial applications.
  • E. Johnson Controls
    Johnson Controls is a global diversified technology and industrial company best known for its building automation systems, HVAC equipment, and energy efficiency solutions for commercial and industrial facilities.
  • 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: McQuay International
Triple: [Daikin Industries, hasSubsidiary, McQuay International]
Generated description
McQuay International is a manufacturer of commercial heating, ventilation, and air conditioning (HVAC) systems that operates as a subsidiary of Daikin Industries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: McQuay International
Target entity description: McQuay International is a manufacturer of commercial heating, ventilation, and air conditioning (HVAC) systems that operates as a subsidiary of Daikin Industries.
  • A. Trane Technologies
    Trane Technologies is a global climate innovation company specializing in heating, ventilation, air conditioning (HVAC), and refrigeration solutions for buildings, homes, and transportation.
  • B. Lennox International
    Lennox International is a major American manufacturer of heating, ventilation, air conditioning, and refrigeration (HVACR) equipment serving residential and commercial markets worldwide.
  • C. Daikin Industries chosen
    Daikin Industries is a leading Japanese multinational company specializing in air conditioning, refrigeration, and climate control systems worldwide.
  • D. Modine Manufacturing Company
    Modine Manufacturing Company is an American industrial firm known for designing and manufacturing thermal management and heat transfer products for automotive, commercial, and industrial applications.
  • E. Johnson Controls
    Johnson Controls is a global diversified technology and industrial company best known for its building automation systems, HVAC equipment, and energy efficiency solutions for commercial and industrial facilities.
  • F. None of above.

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_69ca830fcca48190bbbd9b20c233835f completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cdcd12f6488190bd5257b5f65437cc completed April 2, 2026, 1:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69d28209678c8190898d923753bb4472 completed April 5, 2026, 3:38 p.m.
NEDg Description generation batch_69d28429fc308190873a7c8b2afce174 completed April 5, 2026, 3:47 p.m.
NED2 Entity disambiguation (via description) batch_69d2846a28a48190b5fc7303a7259f6b completed April 5, 2026, 3:48 p.m.
Created at: March 30, 2026, 8:51 p.m.