Triple

T6052159

Position	Surface form	Disambiguated ID	Type / Status
Subject	Greater Arab Free Trade Area	`E134818`	entity
Predicate	relatedTo	`P37`	FINISHED
Object	Arab Customs Union (planned) The Arab Customs Union (planned) is a proposed economic integration initiative among Arab League member states aimed at establishing a unified customs regime with common external tariffs and freer movement of goods within the region.	`E563217`	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: Arab Customs Union (planned) | Statement: [Greater Arab Free Trade Area, relatedTo, Arab Customs Union (planned)]

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

Target entity: Arab Customs Union (planned)
Context triple: [Greater Arab Free Trade Area, relatedTo, Arab Customs Union (planned)]

A. Arab Collective Security Pact
The Arab Collective Security Pact is a 1950 treaty among Arab League member states establishing mutual defense commitments and frameworks for political and military cooperation in the region.
B. Greater Arab Free Trade Area
The Greater Arab Free Trade Area is a regional trade agreement among Arab League countries aimed at eliminating tariffs and fostering economic integration and increased intra-Arab trade.
C. Arab League
The Arab League is a regional organization of Arab countries in and around North Africa, the Horn of Africa, and the Middle East that aims to promote political, economic, cultural, and security cooperation among its member states.
D. Federation of Arab Emirates of the South
The Federation of Arab Emirates of the South was a short-lived British-backed political union of protectorate states in what is now southern Yemen during the late colonial period.
E. Arab Maghreb Union
The Arab Maghreb Union is a regional organization that seeks to promote economic and political cooperation among North African countries in the Maghreb region.
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: Arab Customs Union (planned)
Triple: [Greater Arab Free Trade Area, relatedTo, Arab Customs Union (planned)]

Generated description

The Arab Customs Union (planned) is a proposed economic integration initiative among Arab League member states aimed at establishing a unified customs regime with common external tariffs and freer movement of goods within the region.

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

Target entity: Arab Customs Union (planned)
Target entity description: The Arab Customs Union (planned) is a proposed economic integration initiative among Arab League member states aimed at establishing a unified customs regime with common external tariffs and freer movement of goods within the region.

A. Arab Collective Security Pact
The Arab Collective Security Pact is a 1950 treaty among Arab League member states establishing mutual defense commitments and frameworks for political and military cooperation in the region.
B. Greater Arab Free Trade Area
The Greater Arab Free Trade Area is a regional trade agreement among Arab League countries aimed at eliminating tariffs and fostering economic integration and increased intra-Arab trade.
C. Arab League
The Arab League is a regional organization of Arab countries in and around North Africa, the Horn of Africa, and the Middle East that aims to promote political, economic, cultural, and security cooperation among its member states.
D. Federation of Arab Emirates of the South
The Federation of Arab Emirates of the South was a short-lived British-backed political union of protectorate states in what is now southern Yemen during the late colonial period.
E. Arab Maghreb Union
The Arab Maghreb Union is a regional organization that seeks to promote economic and political cooperation among North African countries in the Maghreb region.
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_69c00877b6d4819096b0e163728b73a3`	completed	March 22, 2026, 3:19 p.m.
NER	Named-entity recognition	`batch_69c056f802988190aafdb7cbb087c828`	completed	March 22, 2026, 8:54 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c113a911548190b4269d094f65308d`	completed	March 23, 2026, 10:19 a.m.
NEDg	Description generation	`batch_69c11424a35081909aef75b42f708966`	completed	March 23, 2026, 10:21 a.m.
NED2	Entity disambiguation (via description)	`batch_69c114c85c0c8190934adc20ddd1898f`	completed	March 23, 2026, 10:24 a.m.

Created at: March 22, 2026, 4:09 p.m.