Triple

T4479391
Position Surface form Disambiguated ID Type / Status
Subject Samantha Caine E100089 entity
Predicate hasEnemy P4675 FINISHED
Object CIA handlers
CIA handlers are intelligence officers responsible for managing and directing covert operatives and informants on behalf of the Central Intelligence Agency.
E441896 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: CIA handlers | Statement: [Samantha Caine, hasEnemy, CIA handlers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: CIA handlers
Context triple: [Samantha Caine, hasEnemy, CIA handlers]
  • A. CIA Security Protective Service
    The CIA Security Protective Service is the armed federal law enforcement unit responsible for protecting CIA personnel, facilities, and sensitive assets, particularly at the agency’s headquarters.
  • B. CIA Annex Security Team
    The CIA Annex Security Team was a small group of elite private security contractors who defended the U.S. diplomatic compound and CIA annex during the 2012 Benghazi attack in Libya.
  • C. CIAU
    CIAU (Canadian Interuniversity Athletic Union) was the former national governing body for Canadian university sports, which later evolved into what is now known as U Sports.
  • D. DD/CIA
    DD/CIA is the official abbreviation for the Deputy Director of the Central Intelligence Agency, the second-highest-ranking official in the CIA responsible for assisting in the agency’s overall leadership and management.
  • E. CUI Executive Agent
    The CUI Executive Agent is the federal official designated to oversee and implement the government-wide program for managing Controlled Unclassified Information across executive branch agencies.
  • 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: CIA handlers
Triple: [Samantha Caine, hasEnemy, CIA handlers]
Generated description
CIA handlers are intelligence officers responsible for managing and directing covert operatives and informants on behalf of the Central Intelligence Agency.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: CIA handlers
Target entity description: CIA handlers are intelligence officers responsible for managing and directing covert operatives and informants on behalf of the Central Intelligence Agency.
  • A. CIA Security Protective Service
    The CIA Security Protective Service is the armed federal law enforcement unit responsible for protecting CIA personnel, facilities, and sensitive assets, particularly at the agency’s headquarters.
  • B. CIA Annex Security Team
    The CIA Annex Security Team was a small group of elite private security contractors who defended the U.S. diplomatic compound and CIA annex during the 2012 Benghazi attack in Libya.
  • C. CIAU
    CIAU (Canadian Interuniversity Athletic Union) was the former national governing body for Canadian university sports, which later evolved into what is now known as U Sports.
  • D. DD/CIA
    DD/CIA is the official abbreviation for the Deputy Director of the Central Intelligence Agency, the second-highest-ranking official in the CIA responsible for assisting in the agency’s overall leadership and management.
  • E. CUI Executive Agent
    The CUI Executive Agent is the federal official designated to oversee and implement the government-wide program for managing Controlled Unclassified Information across executive branch agencies.
  • 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_69b34553cbe48190afa8ac1cac285b86 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b356db0a008190ad39b68efc095b8d completed March 13, 2026, 12:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69b62888ea508190a052c0b2edee7fca completed March 15, 2026, 3:33 a.m.
NEDg Description generation batch_69b6295721d881908d49ce1944e0ed17 completed March 15, 2026, 3:36 a.m.
NED2 Entity disambiguation (via description) batch_69b62a3e9d1c8190a613726d45622406 completed March 15, 2026, 3:40 a.m.
Created at: March 12, 2026, 11:35 p.m.