Triple

T10003628
Position Surface form Disambiguated ID Type / Status
Subject Trane Technologies E198186 entity
Predicate ownsBrand P1500 FINISHED
Object Nexia
Nexia is a smart home automation platform offering connected control of HVAC, security, and other household systems.
E835837 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: Nexia | Statement: [Trane Technologies, ownsBrand, Nexia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nexia
Context triple: [Trane Technologies, ownsBrand, Nexia]
  • A. Azuga
    Azuga is a small mountain resort town in Romania known for its ski slopes and scenic location in the Carpathian Mountains.
  • B. Daewoo Lacetti
    The Daewoo Lacetti is a compact car produced by the South Korean manufacturer Daewoo (later under Chevrolet branding in many markets), known for its global sales under various nameplates and its role in GM’s small-car lineup in the 2000s.
  • C. Renault Sandero
    The Renault Sandero is a compact hatchback produced by the French automaker Renault, known for its affordability, practicality, and spacious interior in emerging markets.
  • D. Kia Rio
    The Kia Rio is a subcompact car produced by South Korean automaker Kia, known for its affordability, fuel efficiency, and practicality for city driving.
  • E. Nissan Safari
    The Nissan Safari is a rugged, full-size 4x4 SUV known for its strong off-road capability and durability, particularly popular in markets like Japan and parts of Asia-Pacific.
  • 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: Nexia
Triple: [Trane Technologies, ownsBrand, Nexia]
Generated description
Nexia is a smart home automation platform offering connected control of HVAC, security, and other household systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nexia
Target entity description: Nexia is a smart home automation platform offering connected control of HVAC, security, and other household systems.
  • A. Azuga
    Azuga is a small mountain resort town in Romania known for its ski slopes and scenic location in the Carpathian Mountains.
  • B. Daewoo Lacetti
    The Daewoo Lacetti is a compact car produced by the South Korean manufacturer Daewoo (later under Chevrolet branding in many markets), known for its global sales under various nameplates and its role in GM’s small-car lineup in the 2000s.
  • C. Renault Sandero
    The Renault Sandero is a compact hatchback produced by the French automaker Renault, known for its affordability, practicality, and spacious interior in emerging markets.
  • D. Kia Rio
    The Kia Rio is a subcompact car produced by South Korean automaker Kia, known for its affordability, fuel efficiency, and practicality for city driving.
  • E. Nissan Safari
    The Nissan Safari is a rugged, full-size 4x4 SUV known for its strong off-road capability and durability, particularly popular in markets like Japan and parts of Asia-Pacific.
  • 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_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_69d26a5058a08190b850d30ca0ee8bc8 completed April 5, 2026, 1:57 p.m.
NEDg Description generation batch_69d26b6d52e8819082fed0bfdaf48e4c completed April 5, 2026, 2:02 p.m.
NED2 Entity disambiguation (via description) batch_69d26c3d5f2081909bf1a1565b66eca9 completed April 5, 2026, 2:05 p.m.
Created at: March 30, 2026, 8:51 p.m.