Triple

T7385047
Position Surface form Disambiguated ID Type / Status
Subject Sany Heavy Industry E170358 entity
Predicate hasSubsidiary P254 FINISHED
Object Sany America
Sany America is the U.S.-based subsidiary of Chinese construction machinery manufacturer Sany Heavy Industry, focused on producing and distributing heavy equipment for the North American market.
 E170358 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: Sany America | Statement: [Sany Heavy Industry, hasSubsidiary, Sany America]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sany America
Context triple: [Sany Heavy Industry, hasSubsidiary, Sany America]
  • A. Sany Heavy Industry
    Sany Heavy Industry is a major Chinese multinational heavy equipment manufacturer known for its construction machinery, cranes, and concrete machinery.
  • B. Japanese crane company Tadano
    Japanese crane company Tadano is a leading global manufacturer of lifting equipment and mobile cranes, known for supplying heavy machinery to major construction and restoration projects worldwide.
  • C. Hyundai Construction Equipment
    Hyundai Construction Equipment is a global manufacturer of construction machinery and equipment, known for its excavators, wheel loaders, and industrial vehicles used in infrastructure and industrial projects.
  • D. Boskalis
    Boskalis is a Dutch dredging and marine services company known for large-scale land reclamation, coastal engineering, and offshore infrastructure projects.
  • E. Morrison-Knudsen
    Morrison-Knudsen was a major American engineering and construction company known for building large-scale infrastructure projects worldwide, including dams, bridges, and transportation systems.
  • 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: Sany America
Triple: [Sany Heavy Industry, hasSubsidiary, Sany America]
Generated description
Sany America is the U.S.-based subsidiary of Chinese construction machinery manufacturer Sany Heavy Industry, focused on producing and distributing heavy equipment for the North American market.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sany America
Target entity description: Sany America is the U.S.-based subsidiary of Chinese construction machinery manufacturer Sany Heavy Industry, focused on producing and distributing heavy equipment for the North American market.
  • A. Sany Heavy Industry chosen
    Sany Heavy Industry is a major Chinese multinational heavy equipment manufacturer known for its construction machinery, cranes, and concrete machinery.
  • B. Japanese crane company Tadano
    Japanese crane company Tadano is a leading global manufacturer of lifting equipment and mobile cranes, known for supplying heavy machinery to major construction and restoration projects worldwide.
  • C. Hyundai Construction Equipment
    Hyundai Construction Equipment is a global manufacturer of construction machinery and equipment, known for its excavators, wheel loaders, and industrial vehicles used in infrastructure and industrial projects.
  • D. Boskalis
    Boskalis is a Dutch dredging and marine services company known for large-scale land reclamation, coastal engineering, and offshore infrastructure projects.
  • E. Morrison-Knudsen
    Morrison-Knudsen was a major American engineering and construction company known for building large-scale infrastructure projects worldwide, including dams, bridges, and transportation systems.
  • 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_69c68a5d0ed08190b6d361e68f813330 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f1efe1308190b96eefbff56140be completed March 27, 2026, 9:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69c810e879e88190a421409194868587 completed March 28, 2026, 5:33 p.m.
NEDg Description generation batch_69c812025d28819081a9ea44b7036e8b completed March 28, 2026, 5:38 p.m.
NED2 Entity disambiguation (via description) batch_69c8125baee8819084a4008c791d7431 completed March 28, 2026, 5:39 p.m.
Created at: March 27, 2026, 3:08 p.m.