Triple

T1043808
Position Surface form Disambiguated ID Type / Status
Subject Boeing X-48 E22529 entity
Predicate developer P73 FINISHED
Object Cranfield Aerospace
Cranfield Aerospace is a British aerospace company specializing in advanced aircraft design, research, and prototyping, particularly in innovative and experimental platforms.
 E120593 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: Cranfield Aerospace | Statement: [Boeing X-48, developer, Cranfield Aerospace]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cranfield Aerospace
Context triple: [Boeing X-48, developer, Cranfield Aerospace]
  • A. Cambridge Engineering Design Centre
    The Cambridge Engineering Design Centre is a research and teaching centre at the University of Cambridge focused on advancing engineering design methods, tools, and practice across academia and industry.
  • B. British Aerospace
    British Aerospace was a major British aircraft and defense manufacturer that became one of the core predecessors of today’s BAE Systems.
  • C. University of Surrey
    The University of Surrey is a public research university in Guildford, England, known for its strong engineering, business, and health sciences programs and its emphasis on employability and industry partnerships.
  • D. Royal Aeronautical Society
    The Royal Aeronautical Society is a professional institution dedicated to the advancement of aerospace engineering, aviation, and aeronautical science worldwide.
  • E. University of Bath
    The University of Bath is a public research university in Bath, England, renowned for its strengths in engineering, science, management, and social sciences.
  • 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: Cranfield Aerospace
Triple: [Boeing X-48, developer, Cranfield Aerospace]
Generated description
Cranfield Aerospace is a British aerospace company specializing in advanced aircraft design, research, and prototyping, particularly in innovative and experimental platforms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cranfield Aerospace
Target entity description: Cranfield Aerospace is a British aerospace company specializing in advanced aircraft design, research, and prototyping, particularly in innovative and experimental platforms.
  • A. Cambridge Engineering Design Centre
    The Cambridge Engineering Design Centre is a research and teaching centre at the University of Cambridge focused on advancing engineering design methods, tools, and practice across academia and industry.
  • B. British Aerospace
    British Aerospace was a major British aircraft and defense manufacturer that became one of the core predecessors of today’s BAE Systems.
  • C. University of Surrey
    The University of Surrey is a public research university in Guildford, England, known for its strong engineering, business, and health sciences programs and its emphasis on employability and industry partnerships.
  • D. Royal Aeronautical Society
    The Royal Aeronautical Society is a professional institution dedicated to the advancement of aerospace engineering, aviation, and aeronautical science worldwide.
  • E. University of Bath
    The University of Bath is a public research university in Bath, England, renowned for its strengths in engineering, science, management, and social sciences.
  • 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_69a493d91478819094cc01fb65564bc1 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b8475ab48190848388eea6448cb6 completed March 1, 2026, 10:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac3bc97dec81909b6ad48e3f203923 completed March 7, 2026, 2:52 p.m.
NEDg Description generation batch_69ac3c42c2c081909ccadbf944d3aa6c completed March 7, 2026, 2:54 p.m.
NED2 Entity disambiguation (via description) batch_69ac3cbd43848190854add440753fdad completed March 7, 2026, 2:57 p.m.
Created at: March 1, 2026, 7:42 p.m.