Triple

T4806293
Position Surface form Disambiguated ID Type / Status
Subject Royal Air Force signals intelligence network E106954 entity
Predicate cooperatedWith P435 FINISHED
Object NATO signals intelligence organisations
NATO signals intelligence organisations are allied military and intelligence bodies within the North Atlantic Treaty Organization responsible for intercepting, analyzing, and sharing electronic communications and signals to support collective defense and security operations.
E472130 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 signals intelligence organisations | Statement: [Royal Air Force signals intelligence network, cooperatedWith, NATO signals intelligence organisations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: NATO signals intelligence organisations
Context triple: [Royal Air Force signals intelligence network, cooperatedWith, NATO signals intelligence organisations]
  • A. NATO Communications and Information Agency
    The NATO Communications and Information Agency is a NATO body responsible for delivering advanced command, control, communications, and information technology capabilities to support the Alliance’s operations and decision-making.
  • B. NATO Communications and Information Systems Group
    The NATO Communications and Information Systems Group is a NATO military support organization responsible for providing, operating, and defending the alliance’s critical communications and information systems infrastructure.
  • C. NATO International Military Staff
    The NATO International Military Staff is the body of military experts and officers that supports the North Atlantic Council and NATO’s Military Committee by providing strategic military advice, planning, and coordination for the Alliance.
  • D. Joint Signal Intelligence Bureau
    The Joint Signal Intelligence Bureau is a specialized Pakistani military intelligence unit focused on intercepting, analyzing, and exploiting communications and electronic signals for national security purposes.
  • E. NATO Special Operations Headquarters
    NATO Special Operations Headquarters is a multinational NATO command responsible for coordinating, developing, and enhancing special operations forces capabilities and interoperability among Allied 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 signals intelligence organisations
Triple: [Royal Air Force signals intelligence network, cooperatedWith, NATO signals intelligence organisations]
Generated description
NATO signals intelligence organisations are allied military and intelligence bodies within the North Atlantic Treaty Organization responsible for intercepting, analyzing, and sharing electronic communications and signals to support collective defense and security operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: NATO signals intelligence organisations
Target entity description: NATO signals intelligence organisations are allied military and intelligence bodies within the North Atlantic Treaty Organization responsible for intercepting, analyzing, and sharing electronic communications and signals to support collective defense and security operations.
  • A. NATO Communications and Information Agency
    The NATO Communications and Information Agency is a NATO body responsible for delivering advanced command, control, communications, and information technology capabilities to support the Alliance’s operations and decision-making.
  • B. NATO Communications and Information Systems Group
    The NATO Communications and Information Systems Group is a NATO military support organization responsible for providing, operating, and defending the alliance’s critical communications and information systems infrastructure.
  • C. NATO International Military Staff
    The NATO International Military Staff is the body of military experts and officers that supports the North Atlantic Council and NATO’s Military Committee by providing strategic military advice, planning, and coordination for the Alliance.
  • D. Joint Signal Intelligence Bureau
    The Joint Signal Intelligence Bureau is a specialized Pakistani military intelligence unit focused on intercepting, analyzing, and exploiting communications and electronic signals for national security purposes.
  • E. NATO Special Operations Headquarters
    NATO Special Operations Headquarters is a multinational NATO command responsible for coordinating, developing, and enhancing special operations forces capabilities and interoperability among Allied nations.
  • 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_69bd43f6a1e08190bf0a372bfc336ee5 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6c678e58819094cdf18d8c5ea96f completed March 20, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69be4d9e1ea88190b098d5203bd1d145 completed March 21, 2026, 7:49 a.m.
NEDg Description generation batch_69be4e61a9a8819096e3c4ba7612de85 completed March 21, 2026, 7:53 a.m.
NED2 Entity disambiguation (via description) batch_69be4f0d51ac819097636aaf2429f317 completed March 21, 2026, 7:55 a.m.
Created at: March 20, 2026, 1:23 p.m.