Triple

T10003692
Position Surface form Disambiguated ID Type / Status
Subject Daikin Industries E198187 entity
Predicate hasSubsidiary P254 FINISHED
Object Goodman Global Group, Inc.
Goodman Global Group, Inc. is a major North American manufacturer and distributor of residential and light commercial heating, ventilation, and air conditioning (HVAC) systems.
 E835841 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: Goodman Global Group, Inc. | Statement: [Daikin Industries, hasSubsidiary, Goodman Global Group, Inc.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Goodman Global Group, Inc.
Context triple: [Daikin Industries, hasSubsidiary, Goodman Global Group, Inc.]
  • A. Godfrey Investment Group
    Godfrey Investment Group is a real estate investment firm known for owning prominent commercial properties such as the iconic Fountain Place skyscraper in Dallas, Texas.
  • B. Roark Capital Group
    Roark Capital Group is a private equity firm known for investing in and building large multi-brand restaurant and consumer service companies.
  • C. Capital Group
    Capital Group is a major American financial services company best known for managing the American Funds family of mutual funds.
  • D. BGC Partners
    BGC Partners is a global brokerage and financial services firm specializing in the trading of fixed income, foreign exchange, derivatives, and other financial instruments.
  • E. Henderson Global Investors
    Henderson Global Investors is a UK-based global asset management firm known for managing a wide range of investment funds for institutional and retail clients.
  • 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: Goodman Global Group, Inc.
Triple: [Daikin Industries, hasSubsidiary, Goodman Global Group, Inc.]
Generated description
Goodman Global Group, Inc. is a major North American manufacturer and distributor of residential and light commercial heating, ventilation, and air conditioning (HVAC) systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Goodman Global Group, Inc.
Target entity description: Goodman Global Group, Inc. is a major North American manufacturer and distributor of residential and light commercial heating, ventilation, and air conditioning (HVAC) systems.
  • A. Godfrey Investment Group
    Godfrey Investment Group is a real estate investment firm known for owning prominent commercial properties such as the iconic Fountain Place skyscraper in Dallas, Texas.
  • B. Roark Capital Group
    Roark Capital Group is a private equity firm known for investing in and building large multi-brand restaurant and consumer service companies.
  • C. Capital Group
    Capital Group is a major American financial services company best known for managing the American Funds family of mutual funds.
  • D. BGC Partners
    BGC Partners is a global brokerage and financial services firm specializing in the trading of fixed income, foreign exchange, derivatives, and other financial instruments.
  • E. Henderson Global Investors
    Henderson Global Investors is a UK-based global asset management firm known for managing a wide range of investment funds for institutional and retail clients.
  • 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.