Triple

T15205141
Position Surface form Disambiguated ID Type / Status
Subject MBDA Italy E363368 entity
Predicate partOf P40 FINISHED
Object European defence industrial base
The European defence industrial base is the network of companies, facilities, and technologies across Europe that develop and produce military equipment, systems, and services to support the continent’s security and defence needs.
E1143904 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: European defence industrial base | Statement: [MBDA Italy, partOf, European defence industrial base]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: European defence industrial base
Context triple: [MBDA Italy, partOf, European defence industrial base]
  • A. United Kingdom defence industrial base
    The United Kingdom defence industrial base is the network of domestic companies, facilities, and technologies that design, produce, and support military equipment and services for the UK’s armed forces and defence exports.
  • B. European Defence Fund
    The European Defence Fund is an EU financial instrument that supports collaborative research and development of defence technologies and capabilities among member states.
  • C. NATO defense industries
    NATO defense industries comprise the network of defense contractors and manufacturers within NATO member states that develop and produce military equipment, technologies, and services to support the alliance’s collective security and defense objectives.
  • D. European Defence Union
    The European Defence Union is a proposed framework within the European Union aimed at deepening military cooperation, joint capabilities, and strategic autonomy among member states.
  • E. European Defence Agency
    The European Defence Agency is an EU body that supports member states in improving their defence capabilities through cooperation on armaments, research, and military planning.
  • 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: European defence industrial base
Triple: [MBDA Italy, partOf, European defence industrial base]
Generated description
The European defence industrial base is the network of companies, facilities, and technologies across Europe that develop and produce military equipment, systems, and services to support the continent’s security and defence needs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: European defence industrial base
Target entity description: The European defence industrial base is the network of companies, facilities, and technologies across Europe that develop and produce military equipment, systems, and services to support the continent’s security and defence needs.
  • A. United Kingdom defence industrial base
    The United Kingdom defence industrial base is the network of domestic companies, facilities, and technologies that design, produce, and support military equipment and services for the UK’s armed forces and defence exports.
  • B. European Defence Fund
    The European Defence Fund is an EU financial instrument that supports collaborative research and development of defence technologies and capabilities among member states.
  • C. NATO defense industries
    NATO defense industries comprise the network of defense contractors and manufacturers within NATO member states that develop and produce military equipment, technologies, and services to support the alliance’s collective security and defense objectives.
  • D. European Defence Union
    The European Defence Union is a proposed framework within the European Union aimed at deepening military cooperation, joint capabilities, and strategic autonomy among member states.
  • E. European Defence Agency
    The European Defence Agency is an EU body that supports member states in improving their defence capabilities through cooperation on armaments, research, and military planning.
  • 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_69d85a0b78bc8190b6e5ad51a2c4cfc5 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e006b7964c8190bc8dc3444b94f15e completed April 15, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69fed33b911c8190815341a342a8d3c8 completed May 9, 2026, 6:24 a.m.
NEDg Description generation batch_69fed744f8b48190948d42a8da9d2e70 completed May 9, 2026, 6:42 a.m.
NED2 Entity disambiguation (via description) batch_69fed7d9934c8190bd2d00830e5d33bb completed May 9, 2026, 6:44 a.m.
Created at: April 10, 2026, 3:11 a.m.