Triple

T437610

Position	Surface form	Disambiguated ID	Type / Status
Subject	Bureau of Political-Military Affairs	`E10043`	entity
Predicate	hasPart	`P35`	FINISHED
Object	Office of Regional Security and Arms Transfers The Office of Regional Security and Arms Transfers is a U.S. State Department office that manages security assistance and oversees the export and transfer of defense articles and services to foreign partners.	`E55782`	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: Office of Regional Security and Arms Transfers | Statement: [Bureau of Political-Military Affairs, hasPart, Office of Regional Security and Arms Transfers]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Office of Regional Security and Arms Transfers
Context triple: [Bureau of Political-Military Affairs, hasPart, Office of Regional Security and Arms Transfers]

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 Regional Peace and Security
The Office of Regional Peace and Security is a division within the U.S. Department of State focused on promoting stability, conflict resolution, and security cooperation across African regions.
C. Office of Regional and Security Policy
The Office of Regional and Security Policy is a unit within the U.S. Department of State that develops and coordinates regional security and political strategies for East Asian and Pacific affairs.
D. Bureau of Political-Military Affairs
The Bureau of Political-Military Affairs is the U.S. State Department office that coordinates diplomacy and defense policy, including security assistance, arms transfers, and military cooperation with foreign partners.
E. Office of Peace Operations, Sanctions, and Counterterrorism
The Office of Peace Operations, Sanctions, and Counterterrorism is a U.S. State Department office that coordinates U.S. policy on UN peacekeeping, sanctions regimes, and multilateral counterterrorism efforts.
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: Office of Regional Security and Arms Transfers
Triple: [Bureau of Political-Military Affairs, hasPart, Office of Regional Security and Arms Transfers]

Generated description

The Office of Regional Security and Arms Transfers is a U.S. State Department office that manages security assistance and oversees the export and transfer of defense articles and services to foreign partners.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Office of Regional Security and Arms Transfers
Target entity description: The Office of Regional Security and Arms Transfers is a U.S. State Department office that manages security assistance and oversees the export and transfer of defense articles and services to foreign partners.

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 Regional Peace and Security
The Office of Regional Peace and Security is a division within the U.S. Department of State focused on promoting stability, conflict resolution, and security cooperation across African regions.
C. Office of Regional and Security Policy
The Office of Regional and Security Policy is a unit within the U.S. Department of State that develops and coordinates regional security and political strategies for East Asian and Pacific affairs.
D. Bureau of Political-Military Affairs
The Bureau of Political-Military Affairs is the U.S. State Department office that coordinates diplomacy and defense policy, including security assistance, arms transfers, and military cooperation with foreign partners.
E. Office of Peace Operations, Sanctions, and Counterterrorism
The Office of Peace Operations, Sanctions, and Counterterrorism is a U.S. State Department office that coordinates U.S. policy on UN peacekeeping, sanctions regimes, and multilateral counterterrorism efforts.
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_69a2e8465ef481909655c681b01e2986`	completed	Feb. 28, 2026, 1:06 p.m.
NER	Named-entity recognition	`batch_69a2ef26bb78819089b3b5dac0330619`	completed	Feb. 28, 2026, 1:35 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a43e706fd8819082dd795fcad5465c`	completed	March 1, 2026, 1:26 p.m.
NEDg	Description generation	`batch_69a43f465f608190a5a57c58bdb30538`	completed	March 1, 2026, 1:29 p.m.
NED2	Entity disambiguation (via description)	`batch_69a4409efb1081909583cba0e6657f3e`	completed	March 1, 2026, 1:35 p.m.

Created at: Feb. 28, 2026, 1:11 p.m.