Triple

T7385049
Position Surface form Disambiguated ID Type / Status
Subject Sany Heavy Industry E170358 entity
Predicate hasSubsidiary P254 FINISHED
Object Sany Europe
Sany Europe is the European branch of Sany Heavy Industry, responsible for marketing, distributing, and supporting the company’s construction and heavy machinery across European markets.
 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 Europe | Statement: [Sany Heavy Industry, hasSubsidiary, Sany Europe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sany Europe
Context triple: [Sany Heavy Industry, hasSubsidiary, Sany Europe]
  • 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. Systra
    Systra is a global engineering and consulting firm specializing in mass transit and rail infrastructure projects.
  • C. 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.
  • D. Tractebel
    Tractebel is an international engineering and consulting company specializing in energy, water, and infrastructure projects.
  • E. 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.
  • 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 Europe
Triple: [Sany Heavy Industry, hasSubsidiary, Sany Europe]
Generated description
Sany Europe is the European branch of Sany Heavy Industry, responsible for marketing, distributing, and supporting the company’s construction and heavy machinery across European markets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sany Europe
Target entity description: Sany Europe is the European branch of Sany Heavy Industry, responsible for marketing, distributing, and supporting the company’s construction and heavy machinery across European markets.
  • 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. Systra
    Systra is a global engineering and consulting firm specializing in mass transit and rail infrastructure projects.
  • C. 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.
  • D. Tractebel
    Tractebel is an international engineering and consulting company specializing in energy, water, and infrastructure projects.
  • E. 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.
  • 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_69c802e23714819094a1b31c82a27fee completed March 28, 2026, 4:33 p.m.
NEDg Description generation batch_69c8038127408190947cb7002ccc0dec completed March 28, 2026, 4:36 p.m.
NED2 Entity disambiguation (via description) batch_69c8040a40088190b37192429678fd3e completed March 28, 2026, 4:38 p.m.
Created at: March 27, 2026, 3:08 p.m.