Triple

T10619883
Position Surface form Disambiguated ID Type / Status
Subject Bobcat Company E250168 entity
Predicate parentOrganization P254 FINISHED
Object Doosan Bobcat
Doosan Bobcat is a global construction equipment manufacturer best known for producing compact machinery such as skid-steer loaders, excavators, and utility vehicles.
 E875527 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: Doosan Bobcat | Statement: [Bobcat Company, parentOrganization, Doosan Bobcat]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Doosan Bobcat
Context triple: [Bobcat Company, parentOrganization, Doosan Bobcat]
  • A. Dozer
    Dozer is a human crew member and operator aboard the hovercraft Nebuchadnezzar in the Matrix universe, known for his loyalty and support of Neo.
  • B. 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.
  • C. Bulldozer
    "Bulldozer" is a 1992 studio album by the American indie rock band Big Black, showcasing their abrasive, noise-driven sound and influential role in the underground rock scene.
  • D. Claas
    Claas is a given name and surname of Germanic origin, used as a variant of names like Claes or Klaus.
  • E. Hitachi Construction Machinery
    Hitachi Construction Machinery is a global manufacturer of construction and mining equipment, known for its excavators, wheel loaders, and heavy machinery solutions.
  • 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: Doosan Bobcat
Triple: [Bobcat Company, parentOrganization, Doosan Bobcat]
Generated description
Doosan Bobcat is a global construction equipment manufacturer best known for producing compact machinery such as skid-steer loaders, excavators, and utility vehicles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Doosan Bobcat
Target entity description: Doosan Bobcat is a global construction equipment manufacturer best known for producing compact machinery such as skid-steer loaders, excavators, and utility vehicles.
  • A. Dozer
    Dozer is a human crew member and operator aboard the hovercraft Nebuchadnezzar in the Matrix universe, known for his loyalty and support of Neo.
  • B. 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.
  • C. Bulldozer
    "Bulldozer" is a 1992 studio album by the American indie rock band Big Black, showcasing their abrasive, noise-driven sound and influential role in the underground rock scene.
  • D. Claas
    Claas is a given name and surname of Germanic origin, used as a variant of names like Claes or Klaus.
  • E. Hitachi Construction Machinery
    Hitachi Construction Machinery is a global manufacturer of construction and mining equipment, known for its excavators, wheel loaders, and heavy machinery solutions.
  • 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_69d6aa5993448190a493b790b8f85010 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6df6fc47c8190b77b61a7fd223d65 completed April 8, 2026, 11:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69d96b86a5bc8190863034cc91fdbbb9 completed April 10, 2026, 9:28 p.m.
NEDg Description generation batch_69d96def8bfc81909d6a5addf724691b completed April 10, 2026, 9:38 p.m.
NED2 Entity disambiguation (via description) batch_69d96fedb18881908570593856f4aade completed April 10, 2026, 9:47 p.m.
Created at: April 8, 2026, 8:42 p.m.