Triple

T16121798
Position Surface form Disambiguated ID Type / Status
Subject Modine Manufacturing Company E391163 entity
Predicate hasSubsidiary P254 FINISHED
Object Luvata HTS
Luvata HTS is a specialized manufacturer of heat transfer solutions and components, particularly for HVAC and refrigeration applications.
 E1196644 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: Luvata HTS | Statement: [Modine Manufacturing Company, hasSubsidiary, Luvata HTS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Luvata HTS
Context triple: [Modine Manufacturing Company, hasSubsidiary, Luvata HTS]
  • A. Vahto
    Vahto is a small village and former municipality in Southwest Finland, now part of the town of Rusko.
  • B. Valotte
    Valotte is the 1984 debut studio album by English singer-songwriter Julian Lennon, featuring the hit title track and establishing him as a solo artist.
  • C. Haku
    Haku is a mysterious river spirit who appears as a boy and serves as both guide and protector to Chihiro in the animated film "Spirited Away."
  • D. Laukaa
    Laukaa is a municipality in Central Finland known for its lakes, rural landscapes, and proximity to the city of Jyväskylä.
  • E. Hartis
    Hartis is a prominent Somali clan family that forms one of the major lineages within the broader Somali clan system.
  • 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: Luvata HTS
Triple: [Modine Manufacturing Company, hasSubsidiary, Luvata HTS]
Generated description
Luvata HTS is a specialized manufacturer of heat transfer solutions and components, particularly for HVAC and refrigeration applications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Luvata HTS
Target entity description: Luvata HTS is a specialized manufacturer of heat transfer solutions and components, particularly for HVAC and refrigeration applications.
  • A. Vahto
    Vahto is a small village and former municipality in Southwest Finland, now part of the town of Rusko.
  • B. Valotte
    Valotte is the 1984 debut studio album by English singer-songwriter Julian Lennon, featuring the hit title track and establishing him as a solo artist.
  • C. Haku
    Haku is a mysterious river spirit who appears as a boy and serves as both guide and protector to Chihiro in the animated film "Spirited Away."
  • D. Laukaa
    Laukaa is a municipality in Central Finland known for its lakes, rural landscapes, and proximity to the city of Jyväskylä.
  • E. Hartis
    Hartis is a prominent Somali clan family that forms one of the major lineages within the broader Somali clan system.
  • 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_69d87f1bb0988190b490d273dbf3fd03 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e2020198908190b56900cbfc53f25c completed April 17, 2026, 9:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff2a7fe308190a9a2ef7815e788c6 completed May 10, 2026, 2:51 a.m.
NEDg Description generation batch_69fff3b25ba081909c396431ace865ac completed May 10, 2026, 2:55 a.m.
NED2 Entity disambiguation (via description) batch_69fff4a2964c8190bfa8c2fa0f934abe completed May 10, 2026, 2:59 a.m.
Created at: April 10, 2026, 5 a.m.