Triple

T20755876
Position Surface form Disambiguated ID Type / Status
Subject Herman Miller E510843 entity
Predicate hasSubsidiary P254 FINISHED
Object Nemschoff
Nemschoff is a furniture manufacturer best known for its durable, design-focused healthcare and institutional seating and casegoods.
E1448165 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: Nemschoff | Statement: [Herman Miller, hasSubsidiary, Nemschoff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nemschoff
Context triple: [Herman Miller, hasSubsidiary, Nemschoff]
  • A. Seeadler
    Seeadler is the German name for the white-tailed eagle, a large bird of prey native to Europe and parts of Asia, known for its broad wings and distinctive white tail.
  • B. Fishcraft
    Fishcraft is a specialized craft within Pernese society focused on the catching, processing, and management of fish and other marine resources.
  • C. Kleiser
    Kleiser is a surname most notably associated with American film director Randal Kleiser, known for directing the musical romantic comedy "Grease."
  • D. Burmeister & Wain
    Burmeister & Wain was a Danish shipbuilding and diesel engine manufacturing company known for constructing a wide range of commercial and specialized vessels.
  • E. Erlandson
    Erlandson is a surname most notably associated with Eric Erlandson, the American guitarist and co-founder of the alternative rock band Hole.
  • 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: Nemschoff
Triple: [Herman Miller, hasSubsidiary, Nemschoff]
Generated description
Nemschoff is a furniture manufacturer best known for its durable, design-focused healthcare and institutional seating and casegoods.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nemschoff
Target entity description: Nemschoff is a furniture manufacturer best known for its durable, design-focused healthcare and institutional seating and casegoods.
  • A. Seeadler
    Seeadler is the German name for the white-tailed eagle, a large bird of prey native to Europe and parts of Asia, known for its broad wings and distinctive white tail.
  • B. Fishcraft
    Fishcraft is a specialized craft within Pernese society focused on the catching, processing, and management of fish and other marine resources.
  • C. Kleiser
    Kleiser is a surname most notably associated with American film director Randal Kleiser, known for directing the musical romantic comedy "Grease."
  • D. Burmeister & Wain
    Burmeister & Wain was a Danish shipbuilding and diesel engine manufacturing company known for constructing a wide range of commercial and specialized vessels.
  • E. Erlandson
    Erlandson is a surname most notably associated with Eric Erlandson, the American guitarist and co-founder of the alternative rock band Hole.
  • 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_69e0b4c909ec8190b05987f1639513f6 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c22fbc4c8190866a888612c6ad23 completed April 21, 2026, 12:17 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08e84a82308190b3c146c79549dba4 completed May 16, 2026, 9:57 p.m.
NEDg Description generation batch_6a08e8df60c88190803590abd75b3e43 completed May 16, 2026, 9:59 p.m.
NED2 Entity disambiguation (via description) batch_6a08e95f05088190b5934f067c5dd7b7 completed May 16, 2026, 10:02 p.m.
Created at: April 16, 2026, 12:35 p.m.