Triple

T6299067

Position	Surface form	Disambiguated ID	Type / Status
Subject	ASEAN Comprehensive Investment Agreement	`E141203`	entity
Predicate	belongsToRegime	`P12605`	FINISHED
Object	ASEAN investment regime The ASEAN investment regime is the regional framework of rules and commitments designed to liberalize, protect, and promote cross-border investment among ASEAN member states.	`E141203`	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 investment regime | Statement: [ASEAN Comprehensive Investment Agreement, belongsToRegime, ASEAN investment regime]

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

Target entity: ASEAN investment regime
Context triple: [ASEAN Comprehensive Investment Agreement, belongsToRegime, ASEAN investment regime]

A. ASEAN Comprehensive Investment Agreement
The ASEAN Comprehensive Investment Agreement is a regional pact that liberalizes, protects, and promotes cross-border investment among ASEAN member states as part of deeper economic integration.
B. 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.
C. ASEAN development funds
ASEAN development funds are regional financial mechanisms used to support economic integration, development projects, and cooperation initiatives among Southeast Asian nations.
D. ASEAN Free Trade Area
The ASEAN Free Trade Area is a regional economic agreement among Southeast Asian nations aimed at reducing trade barriers and promoting the free flow of goods within the ASEAN bloc.
E. ASEAN Sectoral Ministerial Bodies
ASEAN Sectoral Ministerial Bodies are specialized minister-level forums within ASEAN that coordinate and implement regional policies and cooperation in specific sectors such as economics, environment, health, and education.
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 investment regime
Triple: [ASEAN Comprehensive Investment Agreement, belongsToRegime, ASEAN investment regime]

Generated description

The ASEAN investment regime is the regional framework of rules and commitments designed to liberalize, protect, and promote cross-border investment among ASEAN member states.

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

Target entity: ASEAN investment regime
Target entity description: The ASEAN investment regime is the regional framework of rules and commitments designed to liberalize, protect, and promote cross-border investment among ASEAN member states.

A. ASEAN Comprehensive Investment Agreement chosen
The ASEAN Comprehensive Investment Agreement is a regional pact that liberalizes, protects, and promotes cross-border investment among ASEAN member states as part of deeper economic integration.
B. 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.
C. ASEAN development funds
ASEAN development funds are regional financial mechanisms used to support economic integration, development projects, and cooperation initiatives among Southeast Asian nations.
D. ASEAN Free Trade Area
The ASEAN Free Trade Area is a regional economic agreement among Southeast Asian nations aimed at reducing trade barriers and promoting the free flow of goods within the ASEAN bloc.
E. ASEAN Sectoral Ministerial Bodies
ASEAN Sectoral Ministerial Bodies are specialized minister-level forums within ASEAN that coordinate and implement regional policies and cooperation in specific sectors such as economics, environment, health, and education.
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_69c008cf0ad4819095def81e2bd42f9f`	completed	March 22, 2026, 3:20 p.m.
NER	Named-entity recognition	`batch_69c0643ddaa48190b3ea8061fc1d9dc4`	completed	March 22, 2026, 9:50 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c5199612948190b5ab22cf401686c2`	completed	March 26, 2026, 11:33 a.m.
NEDg	Description generation	`batch_69c51e1f031c819099eeec59da88bae9`	completed	March 26, 2026, 11:53 a.m.
NED2	Entity disambiguation (via description)	`batch_69c51eacb37c819080f139b8f4f2f38c`	completed	March 26, 2026, 11:55 a.m.

Created at: March 22, 2026, 4:27 p.m.