Triple

T11897503
Position Surface form Disambiguated ID Type / Status
Subject Letter of Offer and Acceptance E283071 entity
Predicate associatedWith P37 FINISHED
Object Security Cooperation
Security Cooperation is the U.S. government’s broad set of programs and activities that build defense relationships, enhance partner nations’ military capabilities, and promote U.S. security objectives through training, equipping, and other collaborative efforts.
E952399 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: Security Cooperation | Statement: [Letter of Offer and Acceptance, associatedWith, Security Cooperation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Security Cooperation
Context triple: [Letter of Offer and Acceptance, associatedWith, Security Cooperation]
  • A. Security Force Assistance
    Security Force Assistance is a U.S. Army mission concept focused on training, advising, assisting, and enabling foreign security forces to build their capacity and effectiveness.
  • B. Protection Operations
    Protection Operations is a specialist division of the Australian Federal Police responsible for providing protective security and close personal protection to designated individuals, facilities, and events.
  • C. Agreement on Safeguards
    The Agreement on Safeguards is a World Trade Organization treaty that sets rules for countries to temporarily restrict imports to protect domestic industries from serious injury caused by sudden import surges.
  • D. Security Working Group
    The Security Working Group is a specialized body within the NFC Forum focused on developing, maintaining, and promoting security standards and best practices for NFC technologies and implementations.
  • E. Joint Security Area
    The Joint Security Area is the heavily guarded section of the Korean Demilitarized Zone where North and South Korean forces stand face-to-face and diplomatic negotiations are conducted.
  • 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: Security Cooperation
Triple: [Letter of Offer and Acceptance, associatedWith, Security Cooperation]
Generated description
Security Cooperation is the U.S. government’s broad set of programs and activities that build defense relationships, enhance partner nations’ military capabilities, and promote U.S. security objectives through training, equipping, and other collaborative efforts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Security Cooperation
Target entity description: Security Cooperation is the U.S. government’s broad set of programs and activities that build defense relationships, enhance partner nations’ military capabilities, and promote U.S. security objectives through training, equipping, and other collaborative efforts.
  • A. Security Force Assistance
    Security Force Assistance is a U.S. Army mission concept focused on training, advising, assisting, and enabling foreign security forces to build their capacity and effectiveness.
  • B. Protection Operations
    Protection Operations is a specialist division of the Australian Federal Police responsible for providing protective security and close personal protection to designated individuals, facilities, and events.
  • C. Agreement on Safeguards
    The Agreement on Safeguards is a World Trade Organization treaty that sets rules for countries to temporarily restrict imports to protect domestic industries from serious injury caused by sudden import surges.
  • D. Security Working Group
    The Security Working Group is a specialized body within the NFC Forum focused on developing, maintaining, and promoting security standards and best practices for NFC technologies and implementations.
  • E. Joint Security Area
    The Joint Security Area is the heavily guarded section of the Korean Demilitarized Zone where North and South Korean forces stand face-to-face and diplomatic negotiations are conducted.
  • 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_69d6ab2a90b08190a4e818821cc93e6d completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8dd13cc10819089d8d5103e562924 completed April 10, 2026, 11:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69f418205b788190a4b1b81d89cf7fff completed May 1, 2026, 3:04 a.m.
NEDg Description generation batch_69f41f1c21388190b6ecb0fd602abb7d completed May 1, 2026, 3:33 a.m.
NED2 Entity disambiguation (via description) batch_69f42283c4cc81909793834ef65d2514 completed May 1, 2026, 3:48 a.m.
Created at: April 8, 2026, 9:44 p.m.