Triple

T7559764
Position Surface form Disambiguated ID Type / Status
Subject Eastern Seaboard of Thailand E178763 entity
Predicate partOfEconomicCorridor P77611 FINISHED
Object Eastern Economic Corridor
The Eastern Economic Corridor is a flagship Thai development initiative focused on transforming the country’s eastern provinces into a high-tech industrial, logistics, and investment hub in Southeast Asia.
E673623 NE FINISHED

How this triple was built (5 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: Eastern Economic Corridor | Statement: [Eastern Seaboard of Thailand, partOfEconomicCorridor, Eastern Economic Corridor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Eastern Economic Corridor
Context triple: [Eastern Seaboard of Thailand, partOfEconomicCorridor, Eastern Economic Corridor]
  • A. Sumatra economic corridor
    The Sumatra economic corridor is a major Indonesian development zone aimed at boosting infrastructure, industry, and trade across the island of Sumatra.
  • B. Bohai Economic Rim
    The Bohai Economic Rim is a major economic region in northeastern China centered around the Bohai Sea, encompassing key coastal and inland cities that drive industrial, logistical, and port-related development.
  • C. 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.
  • D. Bangkok Metropolitan Region
    The Bangkok Metropolitan Region is Thailand’s largest urban agglomeration, centered on the capital city of Bangkok and encompassing its surrounding provinces as a major political, economic, and cultural hub.
  • E. 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.
  • 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: Eastern Economic Corridor
Triple: [Eastern Seaboard of Thailand, partOfEconomicCorridor, Eastern Economic Corridor]
Generated description
The Eastern Economic Corridor is a flagship Thai development initiative focused on transforming the country’s eastern provinces into a high-tech industrial, logistics, and investment hub in Southeast Asia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Eastern Economic Corridor
Target entity description: The Eastern Economic Corridor is a flagship Thai development initiative focused on transforming the country’s eastern provinces into a high-tech industrial, logistics, and investment hub in Southeast Asia.
  • A. Sumatra economic corridor
    The Sumatra economic corridor is a major Indonesian development zone aimed at boosting infrastructure, industry, and trade across the island of Sumatra.
  • B. Bohai Economic Rim
    The Bohai Economic Rim is a major economic region in northeastern China centered around the Bohai Sea, encompassing key coastal and inland cities that drive industrial, logistical, and port-related development.
  • C. 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.
  • D. Bangkok Metropolitan Region
    The Bangkok Metropolitan Region is Thailand’s largest urban agglomeration, centered on the capital city of Bangkok and encompassing its surrounding provinces as a major political, economic, and cultural hub.
  • E. 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.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: partOfEconomicCorridor
Context triple: [Eastern Seaboard of Thailand, partOfEconomicCorridor, Eastern Economic Corridor]
  • A. partOfTransportCorridorTo
    Indicates that one entity forms a component or segment of a larger transport corridor leading to another entity.
  • B. isIndustrialCorridor
    Indicates that an area or route is designated and used primarily for industrial activities, facilities, or transportation.
  • C. partOfRailwayCorridor
    Indicates that one entity is a segment, component, or area belonging to or contained within a specific railway corridor.
  • D. formsTransportCorridorBetween
    Indicates that something creates or constitutes a transportation link or route connecting two locations or entities.
  • E. transportCorridor
    Indicates a route or pathway used to move people, goods, or resources between locations.
  • F. None of above. chosen

Provenance (7 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_69c69f2da22c8190a50942ac20af70e8 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f8dd96488190b4cca25ae8f7f95c completed March 27, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69c856cc869081909555ae03dec52288 completed March 28, 2026, 10:31 p.m.
NEDg Description generation batch_69c85765d1f48190b171ff87a15c5b74 completed March 28, 2026, 10:34 p.m.
NED2 Entity disambiguation (via description) batch_69c8580963748190b81bd7437259da28 completed March 28, 2026, 10:36 p.m.
PD Predicate disambiguation batch_69c6f4dc485c819080da13e3b7f4f08f completed March 27, 2026, 9:21 p.m.
PDg Predicate description generation batch_69c6f59517648190ac0a9e9cba045dd5 completed March 27, 2026, 9:24 p.m.
Created at: March 27, 2026, 3:50 p.m.