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.