Triple

T18857285
Position Surface form Disambiguated ID Type / Status
Subject NATO military police forces E461204 entity
Predicate trainedIn P2424 FINISHED
Object NATO exercises
NATO exercises are multinational training operations designed to enhance the readiness, interoperability, and collective defense capabilities of NATO member and partner forces.
E301293 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: NATO exercises | Statement: [NATO military police forces, trainedIn, NATO exercises]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: NATO exercises
Context triple: [NATO military police forces, trainedIn, NATO exercises]
  • A. NATO naval exercises
    NATO naval exercises are large-scale maritime training operations conducted by member states to enhance naval readiness, interoperability, and collective defense capabilities.
  • B. CSTO joint military exercises
    CSTO joint military exercises are multinational training operations conducted by member states of the Collective Security Treaty Organization to enhance collective defense readiness and interoperability.
  • C. Balikatan exercises
    The Balikatan exercises are annual joint military training activities between the United States and the Philippines that focus on enhancing interoperability, readiness, and mutual defense capabilities.
  • D. Red Flag exercises
    Red Flag exercises are large-scale, realistic air combat training operations conducted by the U.S. Air Force that simulate complex, high-threat combat scenarios for pilots and aircrews.
  • E. RIMPAC naval exercise
    RIMPAC naval exercise is the world’s largest international maritime warfare training event, held biennially in and around the Hawaiian Islands and Southern California to enhance naval cooperation and readiness among participating nations.
  • 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: NATO exercises
Triple: [NATO military police forces, trainedIn, NATO exercises]
Generated description
NATO exercises are multinational training operations designed to enhance the readiness, interoperability, and collective defense capabilities of NATO member and partner forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: NATO exercises
Target entity description: NATO exercises are multinational training operations designed to enhance the readiness, interoperability, and collective defense capabilities of NATO member and partner forces.
  • A. NATO naval exercises chosen
    NATO naval exercises are large-scale maritime training operations conducted by member states to enhance naval readiness, interoperability, and collective defense capabilities.
  • B. CSTO joint military exercises
    CSTO joint military exercises are multinational training operations conducted by member states of the Collective Security Treaty Organization to enhance collective defense readiness and interoperability.
  • C. Balikatan exercises
    The Balikatan exercises are annual joint military training activities between the United States and the Philippines that focus on enhancing interoperability, readiness, and mutual defense capabilities.
  • D. Red Flag exercises
    Red Flag exercises are large-scale, realistic air combat training operations conducted by the U.S. Air Force that simulate complex, high-threat combat scenarios for pilots and aircrews.
  • E. RIMPAC naval exercise
    RIMPAC naval exercise is the world’s largest international maritime warfare training event, held biennially in and around the Hawaiian Islands and Southern California to enhance naval cooperation and readiness among participating nations.
  • F. None of above.

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_69d8dcfb7b9c8190854e7b171b98ea2e completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5c05de3e88190b0bfcbce906daa5e completed April 20, 2026, 5:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0575b379688190b0c5e5aa1b2aec71 completed May 14, 2026, 7:11 a.m.
NEDg Description generation batch_6a05797fe9bc8190af12fce29e461678 completed May 14, 2026, 7:28 a.m.
NED2 Entity disambiguation (via description) batch_6a057a70e88881909981011f67dfdd32 completed May 14, 2026, 7:32 a.m.
Created at: April 10, 2026, 11:57 a.m.