Triple

T22492676
Position Surface form Disambiguated ID Type / Status
Subject United States foreign assistance architecture E556056 entity
Predicate includesProgram P1393 FINISHED
Object Nonproliferation, Anti-terrorism, Demining and Related Programs
Nonproliferation, Anti-terrorism, Demining and Related Programs is a U.S. foreign assistance funding account that supports efforts to prevent the spread of weapons of mass destruction, combat terrorism, and address landmine and explosive remnants of war threats worldwide.
E1539722 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: Nonproliferation, Anti-terrorism, Demining and Related Programs | Statement: [United States foreign assistance architecture, includesProgram, Nonproliferation, Anti-terrorism, Demining and Related Programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nonproliferation, Anti-terrorism, Demining and Related Programs
Context triple: [United States foreign assistance architecture, includesProgram, Nonproliferation, Anti-terrorism, Demining and Related Programs]
  • A. Office of Weapons and Counterproliferation
    The Office of Weapons and Counterproliferation is a specialized unit focused on analyzing, monitoring, and helping to prevent the spread of weapons and related technologies.
  • B. Office of Nonproliferation and Treaty Compliance
    The Office of Nonproliferation and Treaty Compliance is a division within the U.S. Department of Commerce that oversees export controls and ensures adherence to international nonproliferation agreements and related security treaties.
  • C. Bureau of International Security and Nonproliferation
    The Bureau of International Security and Nonproliferation is a U.S. State Department bureau responsible for preventing the spread of weapons of mass destruction and advancing international security and arms control efforts.
  • D. Weapons of Mass Destruction Directorate
    The Weapons of Mass Destruction Directorate is an FBI division responsible for preventing, detecting, and responding to threats involving chemical, biological, radiological, nuclear, and explosive weapons.
  • E. National Counterproliferation Center
    The National Counterproliferation Center was a U.S. intelligence community organization responsible for coordinating efforts to prevent the proliferation of weapons of mass destruction and related technologies.
  • 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: Nonproliferation, Anti-terrorism, Demining and Related Programs
Triple: [United States foreign assistance architecture, includesProgram, Nonproliferation, Anti-terrorism, Demining and Related Programs]
Generated description
Nonproliferation, Anti-terrorism, Demining and Related Programs is a U.S. foreign assistance funding account that supports efforts to prevent the spread of weapons of mass destruction, combat terrorism, and address landmine and explosive remnants of war threats worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nonproliferation, Anti-terrorism, Demining and Related Programs
Target entity description: Nonproliferation, Anti-terrorism, Demining and Related Programs is a U.S. foreign assistance funding account that supports efforts to prevent the spread of weapons of mass destruction, combat terrorism, and address landmine and explosive remnants of war threats worldwide.
  • A. Office of Weapons and Counterproliferation
    The Office of Weapons and Counterproliferation is a specialized unit focused on analyzing, monitoring, and helping to prevent the spread of weapons and related technologies.
  • B. Office of Nonproliferation and Treaty Compliance
    The Office of Nonproliferation and Treaty Compliance is a division within the U.S. Department of Commerce that oversees export controls and ensures adherence to international nonproliferation agreements and related security treaties.
  • C. Bureau of International Security and Nonproliferation
    The Bureau of International Security and Nonproliferation is a U.S. State Department bureau responsible for preventing the spread of weapons of mass destruction and advancing international security and arms control efforts.
  • D. Weapons of Mass Destruction Directorate
    The Weapons of Mass Destruction Directorate is an FBI division responsible for preventing, detecting, and responding to threats involving chemical, biological, radiological, nuclear, and explosive weapons.
  • E. National Counterproliferation Center
    The National Counterproliferation Center was a U.S. intelligence community organization responsible for coordinating efforts to prevent the proliferation of weapons of mass destruction and related technologies.
  • 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_69e11e5445bc8190b6a9481926db3355 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15cb01b3481908a9143503b75167f completed April 29, 2026, 1:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b126c38fc819090458000ba82b176 completed May 18, 2026, 1:21 p.m.
NEDg Description generation batch_6a0b14a059e4819095a3d467c469e783 completed May 18, 2026, 1:31 p.m.
NED2 Entity disambiguation (via description) batch_6a0b15696e588190a2c76b0a4af285a4 completed May 18, 2026, 1:34 p.m.
Created at: April 16, 2026, 8:49 p.m.