Triple

T81972

Position	Surface form	Disambiguated ID	Type / Status
Subject	Pakistan	`E1646`	entity
Predicate	memberOf	`P10`	FINISHED
Object	Shanghai Cooperation Organisation The Shanghai Cooperation Organisation is a Eurasian political, economic, and security alliance that promotes regional cooperation and stability among its member states, including major powers like China and Russia.	`E15755`	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: Shanghai Cooperation Organisation | Statement: [Pakistan, memberOf, Shanghai Cooperation Organisation]

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

Target entity: Shanghai Cooperation Organisation
Context triple: [Pakistan, memberOf, Shanghai Cooperation Organisation]

A. South Asian Association for Regional Cooperation
The South Asian Association for Regional Cooperation (SAARC) is an intergovernmental organization of South Asian countries that promotes regional cooperation and development in areas such as economics, culture, and social progress.
B. Organisation of Islamic Cooperation
The Organisation of Islamic Cooperation is an international organization that brings together Muslim-majority countries to promote political, economic, and social cooperation and to represent the collective voice of the Islamic world.
C. Association of Southeast Asian Nations
The Association of Southeast Asian Nations (ASEAN) is a regional intergovernmental organization comprising Southeast Asian countries that promotes political and economic cooperation, regional stability, and economic integration.
D. Warsaw Pact
The Warsaw Pact was a Cold War-era military alliance of Eastern Bloc socialist states led by the Soviet Union, formed to counterbalance NATO.
E. Gulf Cooperation Council
The Gulf Cooperation Council is a political and economic alliance of Arab states bordering the Persian Gulf that coordinates regional policies, security, and economic integration.
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: Shanghai Cooperation Organisation
Triple: [Pakistan, memberOf, Shanghai Cooperation Organisation]

Generated description

The Shanghai Cooperation Organisation is a Eurasian political, economic, and security alliance that promotes regional cooperation and stability among its member states, including major powers like China and Russia.

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

Target entity: Shanghai Cooperation Organisation
Target entity description: The Shanghai Cooperation Organisation is a Eurasian political, economic, and security alliance that promotes regional cooperation and stability among its member states, including major powers like China and Russia.

A. South Asian Association for Regional Cooperation
The South Asian Association for Regional Cooperation (SAARC) is an intergovernmental organization of South Asian countries that promotes regional cooperation and development in areas such as economics, culture, and social progress.
B. Organisation of Islamic Cooperation
The Organisation of Islamic Cooperation is an international organization that brings together Muslim-majority countries to promote political, economic, and social cooperation and to represent the collective voice of the Islamic world.
C. Association of Southeast Asian Nations
The Association of Southeast Asian Nations (ASEAN) is a regional intergovernmental organization comprising Southeast Asian countries that promotes political and economic cooperation, regional stability, and economic integration.
D. Warsaw Pact
The Warsaw Pact was a Cold War-era military alliance of Eastern Bloc socialist states led by the Soviet Union, formed to counterbalance NATO.
E. Gulf Cooperation Council
The Gulf Cooperation Council is a political and economic alliance of Arab states bordering the Persian Gulf that coordinates regional policies, security, and economic integration.
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_69a24c8150408190910a693eb51c1f71`	completed	Feb. 28, 2026, 2:01 a.m.
NER	Named-entity recognition	`batch_69a24f367b208190a69f5b76d6ae0496`	completed	Feb. 28, 2026, 2:13 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a2b014ab2c8190bcef8382280932dc`	completed	Feb. 28, 2026, 9:06 a.m.
NEDg	Description generation	`batch_69a2b0bd233c81908f3595abdfa51666`	completed	Feb. 28, 2026, 9:09 a.m.
NED2	Entity disambiguation (via description)	`batch_69a2b122a168819088be9e5455a1aac1`	completed	Feb. 28, 2026, 9:10 a.m.

Created at: Feb. 28, 2026, 2:06 a.m.