Triple

T10003622
Position Surface form Disambiguated ID Type / Status
Subject Trane Technologies E198186 entity
Predicate tradedAs P2822 FINISHED
Object NYSE:TT
NYSE:TT is the stock ticker symbol for Trane Technologies plc, a global climate innovation company specializing in heating, ventilation, air conditioning (HVAC), and refrigeration solutions.
E835834 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: NYSE:TT | Statement: [Trane Technologies, tradedAs, NYSE:TT]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: NYSE:TT
Context triple: [Trane Technologies, tradedAs, NYSE:TT]
  • A. NYSE:T
    NYSE:T is the ticker symbol for AT&T Inc., a major U.S.-based multinational telecommunications and media company listed on the New York Stock Exchange.
  • B. TSX
    TSX is a TypeScript-based extension of JSX that allows developers to write strongly typed, XML-like syntax for defining user interfaces in frameworks like React.
  • C. NYSE:CE
    NYSE:CE is the stock ticker symbol for Celanese Corporation, a global chemical and specialty materials company listed on the New York Stock Exchange.
  • D. OTC Markets Group
    OTC Markets Group is a U.S.-based financial market operator that runs electronic over-the-counter trading platforms for securities not listed on major stock exchanges.
  • E. NYSE:BT
    NYSE:BT is the New York Stock Exchange ticker symbol for BT Group, a major British multinational telecommunications and network services company.
  • 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: NYSE:TT
Triple: [Trane Technologies, tradedAs, NYSE:TT]
Generated description
NYSE:TT is the stock ticker symbol for Trane Technologies plc, a global climate innovation company specializing in heating, ventilation, air conditioning (HVAC), and refrigeration solutions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: NYSE:TT
Target entity description: NYSE:TT is the stock ticker symbol for Trane Technologies plc, a global climate innovation company specializing in heating, ventilation, air conditioning (HVAC), and refrigeration solutions.
  • A. NYSE:T
    NYSE:T is the ticker symbol for AT&T Inc., a major U.S.-based multinational telecommunications and media company listed on the New York Stock Exchange.
  • B. TSX
    TSX is a TypeScript-based extension of JSX that allows developers to write strongly typed, XML-like syntax for defining user interfaces in frameworks like React.
  • C. NYSE:CE
    NYSE:CE is the stock ticker symbol for Celanese Corporation, a global chemical and specialty materials company listed on the New York Stock Exchange.
  • D. OTC Markets Group
    OTC Markets Group is a U.S.-based financial market operator that runs electronic over-the-counter trading platforms for securities not listed on major stock exchanges.
  • E. NYSE:BT
    NYSE:BT is the New York Stock Exchange ticker symbol for BT Group, a major British multinational telecommunications and network services company.
  • 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.