Triple

T8729719
Position Surface form Disambiguated ID Type / Status
Subject NLAW E207221 entity
Predicate coDeveloper P6901 FINISHED
Object Thales Air Defence
Thales Air Defence is a division of the French technology company Thales Group that specializes in designing and manufacturing advanced air defense and missile systems for military customers worldwide.
E753472 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: Thales Air Defence | Statement: [NLAW, coDeveloper, Thales Air Defence]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thales Air Defence
Context triple: [NLAW, coDeveloper, Thales Air Defence]
  • A. Skynex air defence system
    The Skynex air defence system is a modern, modular short-range air defense platform designed to counter drones, aircraft, and precision-guided munitions using networked sensors and rapid-fire guns or missiles.
  • B. David’s Sling air defense system
    David’s Sling air defense system is an advanced Israeli medium- to long-range missile defense system designed to intercept and destroy tactical ballistic missiles, cruise missiles, and rockets.
  • C. RBS 70 missile system
    The RBS 70 missile system is a Swedish man-portable, laser-guided short-range air defense system designed to engage low-flying aircraft and helicopters.
  • D. CA-95 air defense system
    The CA-95 air defense system is a Romanian short-range, mobile, surface-to-air missile platform designed to protect ground forces and key installations from low-flying aircraft and helicopters.
  • E. Avenger air defense system
    The Avenger air defense system is a mobile, short-range surface-to-air missile platform used by the U.S. military to protect ground forces and critical assets from low-flying aircraft, helicopters, and drones.
  • 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: Thales Air Defence
Triple: [NLAW, coDeveloper, Thales Air Defence]
Generated description
Thales Air Defence is a division of the French technology company Thales Group that specializes in designing and manufacturing advanced air defense and missile systems for military customers worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thales Air Defence
Target entity description: Thales Air Defence is a division of the French technology company Thales Group that specializes in designing and manufacturing advanced air defense and missile systems for military customers worldwide.
  • A. Skynex air defence system
    The Skynex air defence system is a modern, modular short-range air defense platform designed to counter drones, aircraft, and precision-guided munitions using networked sensors and rapid-fire guns or missiles.
  • B. David’s Sling air defense system
    David’s Sling air defense system is an advanced Israeli medium- to long-range missile defense system designed to intercept and destroy tactical ballistic missiles, cruise missiles, and rockets.
  • C. RBS 70 missile system
    The RBS 70 missile system is a Swedish man-portable, laser-guided short-range air defense system designed to engage low-flying aircraft and helicopters.
  • D. CA-95 air defense system
    The CA-95 air defense system is a Romanian short-range, mobile, surface-to-air missile platform designed to protect ground forces and key installations from low-flying aircraft and helicopters.
  • E. Avenger air defense system
    The Avenger air defense system is a mobile, short-range surface-to-air missile platform used by the U.S. military to protect ground forces and critical assets from low-flying aircraft, helicopters, and drones.
  • 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_69ca8358e4008190898471a59b96c301 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5d19fdc88190860e0c9c93ab79ce completed March 31, 2026, 11:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf2923abc48190a5b6027c2e4f1db7 completed April 3, 2026, 2:42 a.m.
NEDg Description generation batch_69cf2bd42e6081908e016303eeb2241f completed April 3, 2026, 2:54 a.m.
NED2 Entity disambiguation (via description) batch_69cf2ce47b748190b883063dc3e5d16b completed April 3, 2026, 2:58 a.m.
Created at: March 30, 2026, 6:37 p.m.