Triple

T3238200

Position	Surface form	Disambiguated ID	Type / Status
Subject	Gulf Cooperation Council	`E67904`	entity
Predicate	hasOrgan	`P35`	FINISHED
Object	Secretariat-General of the GCC The Secretariat-General of the GCC is the central administrative and executive body that coordinates and implements the policies, decisions, and initiatives of the Gulf Cooperation Council member states.	`E340433`	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: Secretariat-General of the GCC | Statement: [Gulf Cooperation Council, hasOrgan, Secretariat-General of the GCC]

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

Target entity: Secretariat-General of the GCC
Context triple: [Gulf Cooperation Council, hasOrgan, Secretariat-General of the GCC]

A. General Secretariat of the Arab League
The General Secretariat of the Arab League is the central administrative and executive body responsible for coordinating and implementing the decisions and policies of the League of Arab States.
B. Council of Ministers of the United Arab Emirates
The Council of Ministers of the United Arab Emirates is the country’s federal cabinet, responsible for formulating and implementing national policies and overseeing the day-to-day administration of the UAE.
C. Qatar Executive
Qatar Executive is the private jet charter and business aviation division of Qatar Airways, offering premium, on-demand luxury air travel services.
D. Council of Arab Ministers
The Council of Arab Ministers is a regional intergovernmental body that brings together ministerial-level representatives from Arab states to coordinate and harmonize policies across shared areas of concern.
E. Secretary-General of the Arab League
The Secretary-General of the Arab League is the chief administrative officer and top diplomatic representative of the regional organization of Arab states, responsible for coordinating its policies, initiatives, and collective positions.
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: Secretariat-General of the GCC
Triple: [Gulf Cooperation Council, hasOrgan, Secretariat-General of the GCC]

Generated description

The Secretariat-General of the GCC is the central administrative and executive body that coordinates and implements the policies, decisions, and initiatives of the Gulf Cooperation Council member states.

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

Target entity: Secretariat-General of the GCC
Target entity description: The Secretariat-General of the GCC is the central administrative and executive body that coordinates and implements the policies, decisions, and initiatives of the Gulf Cooperation Council member states.

A. General Secretariat of the Arab League
The General Secretariat of the Arab League is the central administrative and executive body responsible for coordinating and implementing the decisions and policies of the League of Arab States.
B. Council of Ministers of the United Arab Emirates
The Council of Ministers of the United Arab Emirates is the country’s federal cabinet, responsible for formulating and implementing national policies and overseeing the day-to-day administration of the UAE.
C. Qatar Executive
Qatar Executive is the private jet charter and business aviation division of Qatar Airways, offering premium, on-demand luxury air travel services.
D. Council of Arab Ministers
The Council of Arab Ministers is a regional intergovernmental body that brings together ministerial-level representatives from Arab states to coordinate and harmonize policies across shared areas of concern.
E. Secretary-General of the Arab League
The Secretary-General of the Arab League is the chief administrative officer and top diplomatic representative of the regional organization of Arab states, responsible for coordinating its policies, initiatives, and collective positions.
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_69ad858d27348190abb61c280b4c86a9`	completed	March 8, 2026, 2:19 p.m.
NER	Named-entity recognition	`batch_69adaef3b04081908ce9b788e2e5c63c`	completed	March 8, 2026, 5:16 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b2774a97c481908be820bc5ddf786d`	completed	March 12, 2026, 8:20 a.m.
NEDg	Description generation	`batch_69b2780e41e0819080ddb26668f32838`	completed	March 12, 2026, 8:23 a.m.
NED2	Entity disambiguation (via description)	`batch_69b27bd238a48190b9d13ee8a8bc955d`	completed	March 12, 2026, 8:39 a.m.

Created at: March 8, 2026, 3:08 p.m.