Triple

T21762185
Position Surface form Disambiguated ID Type / Status
Subject Aviation E537189 entity
Predicate hasSubfield P5461 FINISHED
Object Aeronautics
Aeronautics is the science and engineering of designing, building, and operating aircraft within Earth’s atmosphere.
 E1500812 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: Aeronautics | Statement: [Aviation, hasSubfield, Aeronautics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Aeronautics
Context triple: [Aviation, hasSubfield, Aeronautics]
  • A. Aeronautics
    Aeronautics is Lockheed Martin’s major business segment focused on designing, developing, and producing military and civilian aircraft and related aerospace technologies.
  • B. Aviation
    Aviation is the field concerned with the design, development, production, operation, and use of aircraft for transportation, commerce, and defense.
  • C. Aviation
    Aviation is a classic gin-based cocktail typically made with maraschino liqueur, lemon juice, and sometimes crème de violette, known for its pale bluish hue and floral, citrusy flavor.
  • D. Aeronautics Systems
    Aeronautics Systems is a Northrop Grumman business segment focused on designing, developing, and producing advanced manned and unmanned aircraft and related aerospace technologies.
  • E. Aerospace Engineering
    Aerospace Engineering is a field of engineering focused on the design, development, testing, and production of aircraft, spacecraft, and related systems and technologies.
  • 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: Aeronautics
Triple: [Aviation, hasSubfield, Aeronautics]
Generated description
Aeronautics is the science and engineering of designing, building, and operating aircraft within Earth’s atmosphere.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Aeronautics
Target entity description: Aeronautics is the science and engineering of designing, building, and operating aircraft within Earth’s atmosphere.
  • A. Aeronautics
    Aeronautics is Lockheed Martin’s major business segment focused on designing, developing, and producing military and civilian aircraft and related aerospace technologies.
  • B. Aviation
    Aviation is the field concerned with the design, development, production, operation, and use of aircraft for transportation, commerce, and defense.
  • C. Aviation
    Aviation is a classic gin-based cocktail typically made with maraschino liqueur, lemon juice, and sometimes crème de violette, known for its pale bluish hue and floral, citrusy flavor.
  • D. Aeronautics Systems
    Aeronautics Systems is a Northrop Grumman business segment focused on designing, developing, and producing advanced manned and unmanned aircraft and related aerospace technologies.
  • E. Aerospace Engineering
    Aerospace Engineering is a field of engineering focused on the design, development, testing, and production of aircraft, spacecraft, and related systems and technologies.
  • 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_69e0c46f5d1c8190bf830409e98464e5 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69f01d9369f88190b4be11b82fe75a17 completed April 28, 2026, 2:38 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a3675ffe0819092be3df2b4440ee5 completed May 17, 2026, 9:43 p.m.
NEDg Description generation batch_6a0a376c3f88819085dcf4d2f49ea121 completed May 17, 2026, 9:47 p.m.
NED2 Entity disambiguation (via description) batch_6a0a37f8c09c8190a92f78909cfbc6e7 completed May 17, 2026, 9:49 p.m.
Created at: April 16, 2026, 6:51 p.m.