Triple
T1760754
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gulf of Thailand |
E38651
|
entity |
| Predicate | hasMajorPort |
P942
|
FINISHED |
| Object |
Bangkok Port
Bangkok Port is a major seaport and logistics hub serving Thailand’s capital city and central region.
|
E195427
|
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: Bangkok Port | Statement: [Gulf of Thailand, hasMajorPort, Bangkok Port]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bangkok Port Context triple: [Gulf of Thailand, hasMajorPort, Bangkok Port]
-
A.
Lach Huyen International Gateway Port
Lach Huyen International Gateway Port is a deep-water seaport near Hai Phong, Vietnam, designed as a major international cargo hub capable of accommodating large container vessels and boosting the region’s maritime trade.
-
B.
Port of Singapore
The Port of Singapore is one of the world’s busiest and most important maritime hubs, serving as a major global transshipment and logistics center.
-
C.
Saigon Port
Saigon Port is a major commercial and container port in Ho Chi Minh City, Vietnam, serving as one of the country’s key gateways for maritime trade.
-
D.
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.
-
E.
Mae Sot Airport
Mae Sot Airport is a regional airport in western Thailand that serves the town of Mae Sot and acts as a gateway to the nearby Thai-Myanmar border region.
- 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: Bangkok Port Triple: [Gulf of Thailand, hasMajorPort, Bangkok Port]
Generated description
Bangkok Port is a major seaport and logistics hub serving Thailand’s capital city and central region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bangkok Port Target entity description: Bangkok Port is a major seaport and logistics hub serving Thailand’s capital city and central region.
-
A.
Lach Huyen International Gateway Port
Lach Huyen International Gateway Port is a deep-water seaport near Hai Phong, Vietnam, designed as a major international cargo hub capable of accommodating large container vessels and boosting the region’s maritime trade.
-
B.
Port of Singapore
The Port of Singapore is one of the world’s busiest and most important maritime hubs, serving as a major global transshipment and logistics center.
-
C.
Saigon Port
Saigon Port is a major commercial and container port in Ho Chi Minh City, Vietnam, serving as one of the country’s key gateways for maritime trade.
-
D.
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.
-
E.
Mae Sot Airport
Mae Sot Airport is a regional airport in western Thailand that serves the town of Mae Sot and acts as a gateway to the nearby Thai-Myanmar border region.
- 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_69a8862d562481908d7025a1c1f67c0d |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa64410b58819098be7dc5da23d7af |
completed | March 6, 2026, 5:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ada0eef69c8190a4d5c8fdaa02603a |
completed | March 8, 2026, 4:16 p.m. |
| NEDg | Description generation | batch_69ada207c50881909729bf565c2af9dd |
completed | March 8, 2026, 4:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ada2c607fc819089d276ae9eca82a4 |
completed | March 8, 2026, 4:24 p.m. |
Created at: March 4, 2026, 7:31 p.m.