Triple

T5841020

Position	Surface form	Disambiguated ID	Type / Status
Subject	ASEAN member state	`E129592`	entity
Predicate	contributesTo	`P477`	FINISHED
Object	ASEAN development funds ASEAN development funds are regional financial mechanisms used to support economic integration, development projects, and cooperation initiatives among Southeast Asian nations.	`E549648`	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: ASEAN development funds | Statement: [ASEAN member state, contributesTo, ASEAN development funds]

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

Target entity: ASEAN development funds
Context triple: [ASEAN member state, contributesTo, ASEAN development funds]

A. ASEAN Coordinating Council
The ASEAN Coordinating Council is a high-level ministerial body within the Association of Southeast Asian Nations responsible for coordinating the implementation of ASEAN policies and community-building initiatives among member states.
B. ASEAN Secretariat
The ASEAN Secretariat is the central administrative body that supports, coordinates, and implements the policies and activities of the Association of Southeast Asian Nations.
C. ASEAN Economic Community
The ASEAN Economic Community is a regional economic integration initiative that aims to create a single market and production base among Southeast Asian nations, promoting the free flow of goods, services, investment, skilled labor, and capital.
D. Asian Development Bank
The Asian Development Bank is a regional multilateral development finance institution that promotes economic growth and cooperation in Asia and the Pacific through loans, grants, and technical assistance.
E. 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.
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: ASEAN development funds
Triple: [ASEAN member state, contributesTo, ASEAN development funds]

Generated description

ASEAN development funds are regional financial mechanisms used to support economic integration, development projects, and cooperation initiatives among Southeast Asian nations.

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

Target entity: ASEAN development funds
Target entity description: ASEAN development funds are regional financial mechanisms used to support economic integration, development projects, and cooperation initiatives among Southeast Asian nations.

A. ASEAN Coordinating Council
The ASEAN Coordinating Council is a high-level ministerial body within the Association of Southeast Asian Nations responsible for coordinating the implementation of ASEAN policies and community-building initiatives among member states.
B. ASEAN Secretariat
The ASEAN Secretariat is the central administrative body that supports, coordinates, and implements the policies and activities of the Association of Southeast Asian Nations.
C. ASEAN Economic Community
The ASEAN Economic Community is a regional economic integration initiative that aims to create a single market and production base among Southeast Asian nations, promoting the free flow of goods, services, investment, skilled labor, and capital.
D. Asian Development Bank
The Asian Development Bank is a regional multilateral development finance institution that promotes economic growth and cooperation in Asia and the Pacific through loans, grants, and technical assistance.
E. 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.
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_69c0084bd31c8190a796bb6284845e83`	completed	March 22, 2026, 3:18 p.m.
NER	Named-entity recognition	`batch_69c034d6f09c81908dfb3c2c51a2f5a9`	completed	March 22, 2026, 6:28 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c0a1a2506481908a3e638c1121bfd0`	completed	March 23, 2026, 2:12 a.m.
NEDg	Description generation	`batch_69c0a27765688190b02a1b0cd39a87fe`	completed	March 23, 2026, 2:16 a.m.
NED2	Entity disambiguation (via description)	`batch_69c0a2fd7ec081909033994e5556a6ae`	completed	March 23, 2026, 2:18 a.m.

Created at: March 22, 2026, 3:54 p.m.