Triple

T10544665
Position Surface form Disambiguated ID Type / Status
Subject Emmett Kurzfeld E248784 entity
Predicate hasAllegianceTo P1201 FINISHED
Object Western intelligence services
Western intelligence services are the government-run security and espionage agencies of Western countries, responsible for gathering, analyzing, and acting on intelligence to protect national and allied interests.
E871454 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: Western intelligence services | Statement: [Emmett Kurzfeld, hasAllegianceTo, Western intelligence services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Western intelligence services
Context triple: [Emmett Kurzfeld, hasAllegianceTo, Western intelligence services]
  • A. British intelligence
    British intelligence is the United Kingdom’s network of security and espionage agencies responsible for gathering, analyzing, and acting on information to protect national security and advance the country’s strategic interests.
  • B. United States Intelligence Community
    The United States Intelligence Community is a federation of multiple government agencies and organizations responsible for collecting, analyzing, and disseminating intelligence to support national security and foreign policy.
  • C. United States military intelligence agencies
    The United States military intelligence agencies are the defense-focused components of the U.S. intelligence community responsible for collecting, analyzing, and disseminating information to support military operations and national security.
  • D. Central Intelligence Agency
    The Central Intelligence Agency is the United States’ primary civilian foreign intelligence service, responsible for gathering, analyzing, and conducting covert operations abroad to support national security and policy decisions.
  • E. Australian Intelligence Community
    The Australian Intelligence Community is the collective network of Australia’s national intelligence agencies responsible for gathering, assessing, and coordinating intelligence to support the country’s security and foreign policy objectives.
  • 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: Western intelligence services
Triple: [Emmett Kurzfeld, hasAllegianceTo, Western intelligence services]
Generated description
Western intelligence services are the government-run security and espionage agencies of Western countries, responsible for gathering, analyzing, and acting on intelligence to protect national and allied interests.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Western intelligence services
Target entity description: Western intelligence services are the government-run security and espionage agencies of Western countries, responsible for gathering, analyzing, and acting on intelligence to protect national and allied interests.
  • A. British intelligence
    British intelligence is the United Kingdom’s network of security and espionage agencies responsible for gathering, analyzing, and acting on information to protect national security and advance the country’s strategic interests.
  • B. United States Intelligence Community
    The United States Intelligence Community is a federation of multiple government agencies and organizations responsible for collecting, analyzing, and disseminating intelligence to support national security and foreign policy.
  • C. United States military intelligence agencies
    The United States military intelligence agencies are the defense-focused components of the U.S. intelligence community responsible for collecting, analyzing, and disseminating information to support military operations and national security.
  • D. Central Intelligence Agency
    The Central Intelligence Agency is the United States’ primary civilian foreign intelligence service, responsible for gathering, analyzing, and conducting covert operations abroad to support national security and policy decisions.
  • E. Australian Intelligence Community
    The Australian Intelligence Community is the collective network of Australia’s national intelligence agencies responsible for gathering, assessing, and coordinating intelligence to support the country’s security and foreign policy objectives.
  • 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_69d381c733c08190ab1dd6239f5f34ae completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d519128cac819086c93f3bab854ac2 completed April 7, 2026, 2:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69d9343c5c308190952596e5254b6a65 completed April 10, 2026, 5:32 p.m.
NEDg Description generation batch_69d938c697f481908a93296ee7f82eae completed April 10, 2026, 5:52 p.m.
NED2 Entity disambiguation (via description) batch_69d940176c988190b7583ce9f2c21898 completed April 10, 2026, 6:23 p.m.
Created at: April 6, 2026, 12:33 p.m.