Triple

T7838217
Position Surface form Disambiguated ID Type / Status
Subject MD 530F E181738 entity
Predicate manufacturer P490 FINISHED
Object MD Helicopters
MD Helicopters is an American aerospace company known for designing and producing light utility and military helicopters derived from the Hughes/McDonnell Douglas rotorcraft line.
 E128371 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: MD Helicopters | Statement: [MD 530F, manufacturer, MD Helicopters]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MD Helicopters
Context triple: [MD 530F, manufacturer, MD Helicopters]
  • A. Hughes Helicopters
    Hughes Helicopters was an American aerospace manufacturer best known for developing influential military and civilian helicopters, including the early designs that led to the AH-64 Apache.
  • B. Omniflight Helicopters
    Omniflight Helicopters was a U.S.-based aviation company that provided helicopter charter and air medical transport services.
  • C. Leonardo Helicopters
    Leonardo Helicopters is the helicopter division of the Italian aerospace and defense company Leonardo S.p.A., known for designing and manufacturing civil and military rotary-wing aircraft.
  • D. Bell Helicopter
    Bell Helicopter is an American aerospace manufacturer best known for its development of iconic military and civilian helicopters, including the widely used UH-1 "Huey."
  • E. Robinson Helicopter Company
    Robinson Helicopter Company is an American manufacturer known for producing popular light civilian helicopters such as the R22 and R44.
  • 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: MD Helicopters
Triple: [MD 530F, manufacturer, MD Helicopters]
Generated description
MD Helicopters is an American aerospace company known for designing and producing light utility and military helicopters derived from the Hughes/McDonnell Douglas rotorcraft line.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MD Helicopters
Target entity description: MD Helicopters is an American aerospace company known for designing and producing light utility and military helicopters derived from the Hughes/McDonnell Douglas rotorcraft line.
  • A. Hughes Helicopters chosen
    Hughes Helicopters was an American aerospace manufacturer best known for developing influential military and civilian helicopters, including the early designs that led to the AH-64 Apache.
  • B. Omniflight Helicopters
    Omniflight Helicopters was a U.S.-based aviation company that provided helicopter charter and air medical transport services.
  • C. Leonardo Helicopters
    Leonardo Helicopters is the helicopter division of the Italian aerospace and defense company Leonardo S.p.A., known for designing and manufacturing civil and military rotary-wing aircraft.
  • D. Bell Helicopter
    Bell Helicopter is an American aerospace manufacturer best known for its development of iconic military and civilian helicopters, including the widely used UH-1 "Huey."
  • E. Robinson Helicopter Company
    Robinson Helicopter Company is an American manufacturer known for producing popular light civilian helicopters such as the R22 and R44.
  • 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_69ca8284a25c8190a1a20afad30da792 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb14c336f08190a21a3fcaa7269457 completed March 31, 2026, 12:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5ab573c88190bf6a1745ca5cc7b5 completed March 31, 2026, 5:25 a.m.
NEDg Description generation batch_69cb5ded0284819086c40a379b52a5bd completed March 31, 2026, 5:38 a.m.
NED2 Entity disambiguation (via description) batch_69cb765db28881909ac34071ec6889b3 completed March 31, 2026, 7:23 a.m.
Created at: March 30, 2026, 4:46 p.m.