Triple

T11701067
Position Surface form Disambiguated ID Type / Status
Subject Royal Aeronautical Society E278123 entity
Predicate publishes P80 FINISHED
Object Aerospace (magazine)
Aerospace is the flagship magazine of the Royal Aeronautical Society, covering global developments, technology, and policy in aviation and space.
E941671 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: Aerospace (magazine) | Statement: [Royal Aeronautical Society, publishes, Aerospace (magazine)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aerospace (magazine)
Context triple: [Royal Aeronautical Society, publishes, Aerospace (magazine)]
  • A. Aerospace America
    Aerospace America is the flagship magazine of the American Institute of Aeronautics and Astronautics, covering news, analysis, and developments in aerospace science, engineering, and industry.
  • B. Aviation Week & Space Technology
    Aviation Week & Space Technology is a leading aerospace and defense industry magazine known for its in-depth coverage of aviation, spaceflight, and related technologies.
  • C. The Aeronautical Journal
    The Aeronautical Journal is a leading peer-reviewed publication covering research and developments in aeronautics and aerospace engineering.
  • D. J. Aircraft
    J. Aircraft is the standard abbreviation for the Journal of Aircraft, a peer-reviewed scholarly journal focusing on research in aeronautics and aerospace engineering.
  • E. Smithsonian Studies in Air and Space
    Smithsonian Studies in Air and Space is a scholarly publication series of the Smithsonian Institution that presents research on the history, technology, and science of aviation and spaceflight.
  • 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: Aerospace (magazine)
Triple: [Royal Aeronautical Society, publishes, Aerospace (magazine)]
Generated description
Aerospace is the flagship magazine of the Royal Aeronautical Society, covering global developments, technology, and policy in aviation and space.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aerospace (magazine)
Target entity description: Aerospace is the flagship magazine of the Royal Aeronautical Society, covering global developments, technology, and policy in aviation and space.
  • A. Aerospace America
    Aerospace America is the flagship magazine of the American Institute of Aeronautics and Astronautics, covering news, analysis, and developments in aerospace science, engineering, and industry.
  • B. Aviation Week & Space Technology
    Aviation Week & Space Technology is a leading aerospace and defense industry magazine known for its in-depth coverage of aviation, spaceflight, and related technologies.
  • C. The Aeronautical Journal
    The Aeronautical Journal is a leading peer-reviewed publication covering research and developments in aeronautics and aerospace engineering.
  • D. J. Aircraft
    J. Aircraft is the standard abbreviation for the Journal of Aircraft, a peer-reviewed scholarly journal focusing on research in aeronautics and aerospace engineering.
  • E. Smithsonian Studies in Air and Space
    Smithsonian Studies in Air and Space is a scholarly publication series of the Smithsonian Institution that presents research on the history, technology, and science of aviation and spaceflight.
  • 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_69d6aafe02d881909900d54ad7d4af84 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a49a025881909377c81d3debf465 completed April 10, 2026, 7:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69ef834244308190b435e49371d6a6e1 completed April 27, 2026, 3:39 p.m.
NEDg Description generation batch_69ef9b673120819097b542bb9a8f8bdb completed April 27, 2026, 5:22 p.m.
NED2 Entity disambiguation (via description) batch_69efd683366881909dd9621e7c57d0be completed April 27, 2026, 9:34 p.m.
Created at: April 8, 2026, 9:40 p.m.