Triple

T1412053

Position	Surface form	Disambiguated ID	Type / Status
Subject	IGAD	`E31825`	entity
Predicate	hasSubOrganization	`P747`	FINISHED
Object	IGAD Security Sector Program The IGAD Security Sector Program is a specialized initiative of the Intergovernmental Authority on Development focused on enhancing regional peace, security, and stability through support to member states’ security institutions and cooperation.	`E31825`	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: IGAD Security Sector Program | Statement: [IGAD, hasSubOrganization, IGAD Security Sector Program]

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

Target entity: IGAD Security Sector Program
Context triple: [IGAD, hasSubOrganization, IGAD Security Sector Program]

A. IGAD
IGAD (Intergovernmental Authority on Development) is a regional organization in East Africa focused on economic cooperation, regional integration, peace, and development among its member states.
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. UNOSOM II
UNOSOM II was a United Nations peacekeeping and nation-building mission in Somalia in the early 1990s, aimed at restoring order and facilitating humanitarian relief during the country’s civil war.
D. Intergovernmental Authority on Development
The Intergovernmental Authority on Development is an eight-country regional bloc in East Africa focused on promoting economic cooperation, regional integration, and conflict resolution among its member states.
E. African Peace and Security Architecture
The African Peace and Security Architecture is the African Union’s overarching framework for preventing, managing, and resolving conflicts across the African continent.
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: IGAD Security Sector Program
Triple: [IGAD, hasSubOrganization, IGAD Security Sector Program]

Generated description

The IGAD Security Sector Program is a specialized initiative of the Intergovernmental Authority on Development focused on enhancing regional peace, security, and stability through support to member states’ security institutions and cooperation.

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

Target entity: IGAD Security Sector Program
Target entity description: The IGAD Security Sector Program is a specialized initiative of the Intergovernmental Authority on Development focused on enhancing regional peace, security, and stability through support to member states’ security institutions and cooperation.

A. IGAD chosen
IGAD (Intergovernmental Authority on Development) is a regional organization in East Africa focused on economic cooperation, regional integration, peace, and development among its member states.
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. UNOSOM II
UNOSOM II was a United Nations peacekeeping and nation-building mission in Somalia in the early 1990s, aimed at restoring order and facilitating humanitarian relief during the country’s civil war.
D. Intergovernmental Authority on Development
The Intergovernmental Authority on Development is an eight-country regional bloc in East Africa focused on promoting economic cooperation, regional integration, and conflict resolution among its member states.
E. African Peace and Security Architecture
The African Peace and Security Architecture is the African Union’s overarching framework for preventing, managing, and resolving conflicts across the African continent.
F. None of above.

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_69a49919a994819086528951bc224775`	completed	March 1, 2026, 7:52 p.m.
NER	Named-entity recognition	`batch_69a4c3e3383c81909acb9c6c1c3b817a`	completed	March 1, 2026, 10:55 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ace57ec2d88190b06d0f20e3b52462`	completed	March 8, 2026, 2:57 a.m.
NEDg	Description generation	`batch_69ace5fc91d081909b33009d06a38616`	completed	March 8, 2026, 2:59 a.m.
NED2	Entity disambiguation (via description)	`batch_69ace6c10f54819089a4afcf49ef894f`	completed	March 8, 2026, 3:02 a.m.

Created at: March 1, 2026, 7:59 p.m.