Triple

T15239815
Position Surface form Disambiguated ID Type / Status
Subject MBDA Germany E364224 entity
Predicate participatesIn P149 FINISHED
Object European defence programmes
European defence programmes are collaborative multinational initiatives within Europe aimed at developing, standardizing, and enhancing military capabilities, technologies, and interoperability among participating states.
E1145011 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 programmes | Statement: [MBDA Germany, participatesIn, European defence programmes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: European defence programmes
Context triple: [MBDA Germany, participatesIn, European defence programmes]
  • A. 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.
  • 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. European missile cooperation programmes
    European missile cooperation programmes are collaborative defense initiatives among European nations and companies to jointly develop, produce, and integrate advanced missile systems and related technologies.
  • D. Common Security and Defence Policy
    The Common Security and Defence Policy is the European Union’s framework for joint military and civilian security operations, enabling member states to conduct crisis management, peacekeeping, and defense-related missions abroad.
  • E. European defence ministries
    European defence ministries are national government departments responsible for managing defense policy, military forces, and security cooperation within and beyond Europe.
  • 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 programmes
Triple: [MBDA Germany, participatesIn, European defence programmes]
Generated description
European defence programmes are collaborative multinational initiatives within Europe aimed at developing, standardizing, and enhancing military capabilities, technologies, and interoperability among participating states.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: European defence programmes
Target entity description: European defence programmes are collaborative multinational initiatives within Europe aimed at developing, standardizing, and enhancing military capabilities, technologies, and interoperability among participating states.
  • A. 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.
  • 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. European missile cooperation programmes
    European missile cooperation programmes are collaborative defense initiatives among European nations and companies to jointly develop, produce, and integrate advanced missile systems and related technologies.
  • D. Common Security and Defence Policy
    The Common Security and Defence Policy is the European Union’s framework for joint military and civilian security operations, enabling member states to conduct crisis management, peacekeeping, and defense-related missions abroad.
  • E. European defence ministries
    European defence ministries are national government departments responsible for managing defense policy, military forces, and security cooperation within and beyond Europe.
  • 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_69d85a0dde7481908fc64d1e82d5d20d completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e007db9a148190aadea8d5f8b6b261 completed April 15, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fedd41b7c48190917385c6c61370b2 completed May 9, 2026, 7:07 a.m.
NEDg Description generation batch_69fedf49f1c88190857cb1555e98c97e completed May 9, 2026, 7:16 a.m.
NED2 Entity disambiguation (via description) batch_69fee06a90448190b7733aa5ee8a5d62 completed May 9, 2026, 7:21 a.m.
Created at: April 10, 2026, 3:12 a.m.