Triple
T8479577
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Laem Chabang |
E200481
|
entity |
| Predicate | operator |
P179
|
FINISHED |
| Object |
Port Authority of Thailand
The Port Authority of Thailand is a state enterprise responsible for managing and developing major commercial seaports across Thailand, including key deep-sea facilities.
|
E737451
|
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: Port Authority of Thailand | Statement: [Laem Chabang, operator, Port Authority of Thailand]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Port Authority of Thailand Context triple: [Laem Chabang, operator, Port Authority of Thailand]
-
A.
Bangkok Port
Bangkok Port is a major seaport and logistics hub serving Thailand’s capital city and central region.
-
B.
Mass Rapid Transit Authority of Thailand
The Mass Rapid Transit Authority of Thailand is a state enterprise responsible for developing, operating, and overseeing urban rail transit systems in Thailand, particularly in Bangkok.
-
C.
U-Tapao–Rayong–Pattaya International Airport
U-Tapao–Rayong–Pattaya International Airport is a major international and military airport in eastern Thailand that serves as the primary air gateway for Pattaya and the surrounding Rayong region.
-
D.
Customs Department of Thailand
The Customs Department of Thailand is the national authority responsible for regulating and facilitating international trade, collecting customs duties, and enforcing import-export laws at the country’s borders.
-
E.
Suvarnabhumi Airport
Suvarnabhumi Airport is Bangkok’s main international airport and one of Southeast Asia’s busiest aviation hubs.
- 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: Port Authority of Thailand Triple: [Laem Chabang, operator, Port Authority of Thailand]
Generated description
The Port Authority of Thailand is a state enterprise responsible for managing and developing major commercial seaports across Thailand, including key deep-sea facilities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Port Authority of Thailand Target entity description: The Port Authority of Thailand is a state enterprise responsible for managing and developing major commercial seaports across Thailand, including key deep-sea facilities.
-
A.
Bangkok Port
Bangkok Port is a major seaport and logistics hub serving Thailand’s capital city and central region.
-
B.
Mass Rapid Transit Authority of Thailand
The Mass Rapid Transit Authority of Thailand is a state enterprise responsible for developing, operating, and overseeing urban rail transit systems in Thailand, particularly in Bangkok.
-
C.
U-Tapao–Rayong–Pattaya International Airport
U-Tapao–Rayong–Pattaya International Airport is a major international and military airport in eastern Thailand that serves as the primary air gateway for Pattaya and the surrounding Rayong region.
-
D.
Customs Department of Thailand
The Customs Department of Thailand is the national authority responsible for regulating and facilitating international trade, collecting customs duties, and enforcing import-export laws at the country’s borders.
-
E.
Suvarnabhumi Airport
Suvarnabhumi Airport is Bangkok’s main international airport and one of Southeast Asia’s busiest aviation hubs.
- 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_69ca831b17988190a1f3f3413d57b820 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe5232d008190ae55b982f5fc9e8b |
completed | March 31, 2026, 3:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce3a22d6e481908bdb0b9cc0df0113 |
completed | April 2, 2026, 9:42 a.m. |
| NEDg | Description generation | batch_69ce3cddba648190be303823862a0423 |
completed | April 2, 2026, 9:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce3d5edabc8190b985546b8242e90a |
completed | April 2, 2026, 9:56 a.m. |
Created at: March 30, 2026, 6:12 p.m.