Triple

T6923875
Position Surface form Disambiguated ID Type / Status
Subject Batam E160255 entity
Predicate partOf P40 FINISHED
Object Indonesia–Malaysia–Singapore Growth Triangle
The Indonesia–Malaysia–Singapore Growth Triangle is a subregional economic cooperation initiative that promotes cross-border investment, trade, and development among selected regions of Indonesia, Malaysia, and Singapore.
E630123 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: Indonesia–Malaysia–Singapore Growth Triangle | Statement: [Batam, partOf, Indonesia–Malaysia–Singapore Growth Triangle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Indonesia–Malaysia–Singapore Growth Triangle
Context triple: [Batam, partOf, Indonesia–Malaysia–Singapore Growth Triangle]
  • A. 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.
  • B. Indonesia–Singapore border region
    The Indonesia–Singapore border region is a maritime area in the Singapore Strait where the territories and economic zones of Indonesia and Singapore meet, encompassing islands such as Karimun and serving as a key corridor for international shipping and cross-border interaction.
  • C. India–Southeast Asia
    India–Southeast Asia refers to the historical maritime and trade corridor linking the Indian subcontinent with the countries of Southeast Asia across the Bay of Bengal and surrounding seas.
  • D. ASEAN Community
    The ASEAN Community is a regional integration initiative of Southeast Asian nations aimed at fostering political-security cooperation, economic integration, and socio-cultural connectivity among its member states.
  • E. Malay Peninsula
    The Malay Peninsula is a long, narrow landmass in Southeast Asia that separates the Andaman Sea from the South China Sea and encompasses parts of modern-day Malaysia, Thailand, and Singapore.
  • 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: Indonesia–Malaysia–Singapore Growth Triangle
Triple: [Batam, partOf, Indonesia–Malaysia–Singapore Growth Triangle]
Generated description
The Indonesia–Malaysia–Singapore Growth Triangle is a subregional economic cooperation initiative that promotes cross-border investment, trade, and development among selected regions of Indonesia, Malaysia, and Singapore.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Indonesia–Malaysia–Singapore Growth Triangle
Target entity description: The Indonesia–Malaysia–Singapore Growth Triangle is a subregional economic cooperation initiative that promotes cross-border investment, trade, and development among selected regions of Indonesia, Malaysia, and Singapore.
  • A. 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.
  • B. Indonesia–Singapore border region
    The Indonesia–Singapore border region is a maritime area in the Singapore Strait where the territories and economic zones of Indonesia and Singapore meet, encompassing islands such as Karimun and serving as a key corridor for international shipping and cross-border interaction.
  • C. India–Southeast Asia
    India–Southeast Asia refers to the historical maritime and trade corridor linking the Indian subcontinent with the countries of Southeast Asia across the Bay of Bengal and surrounding seas.
  • D. ASEAN Community
    The ASEAN Community is a regional integration initiative of Southeast Asian nations aimed at fostering political-security cooperation, economic integration, and socio-cultural connectivity among its member states.
  • E. Malay Peninsula
    The Malay Peninsula is a long, narrow landmass in Southeast Asia that separates the Andaman Sea from the South China Sea and encompasses parts of modern-day Malaysia, Thailand, and Singapore.
  • 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_69c6884d350081908d8a970e4d40ad78 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6d9fea8d08190b6099a24fbac7de5 completed March 27, 2026, 7:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7513bcd2c8190853bc6e8a33a1673 completed March 28, 2026, 3:55 a.m.
NEDg Description generation batch_69c751abed548190ac2152acd3029d2d completed March 28, 2026, 3:57 a.m.
NED2 Entity disambiguation (via description) batch_69c7558dd72081909af14d319ce01ff6 completed March 28, 2026, 4:14 a.m.
Created at: March 27, 2026, 2:26 p.m.