Triple
T217501
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vietnam |
E4138
|
entity |
| Predicate | borderBodyOfWater |
P212
|
FINISHED |
| Object |
Gulf of Thailand
The Gulf of Thailand is a shallow arm of the western South China Sea bordered by Thailand, Cambodia, and Vietnam, known for its rich fisheries, shipping routes, and popular coastal tourism areas.
|
E38651
|
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: Gulf of Thailand | Statement: [Vietnam, borderBodyOfWater, Gulf of Thailand]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gulf of Thailand Context triple: [Vietnam, borderBodyOfWater, Gulf of Thailand]
-
A.
Andaman Sea
The Andaman Sea is a marginal sea of the eastern Indian Ocean, lying between the Andaman and Nicobar Islands, Myanmar, Thailand, and the Malay Peninsula, known for its rich marine biodiversity and popular tropical diving destinations.
-
B.
South China Sea
The South China Sea is a marginal sea in Southeast Asia known for its strategic shipping lanes, rich fisheries, and significant oil and gas reserves, as well as ongoing territorial disputes among neighboring countries.
-
C.
Celebes Sea
The Celebes Sea is a deep marginal sea in the western Pacific Ocean, located between the Philippines, Indonesia, and Malaysia, known for its rich marine biodiversity and important shipping routes.
-
D.
Solomon Sea
The Solomon Sea is a marginal sea of the southwestern Pacific Ocean located between Papua New Guinea and the Solomon Islands, known for its deep basins and significant role in World War II naval battles.
-
E.
Gulf of Tonkin
The Gulf of Tonkin is a shallow arm of the South China Sea off the coasts of northern Vietnam and southern China, historically known as a key maritime region and the site of the 1964 naval incidents that escalated U.S. involvement in the Vietnam War.
- 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: Gulf of Thailand Triple: [Vietnam, borderBodyOfWater, Gulf of Thailand]
Generated description
The Gulf of Thailand is a shallow arm of the western South China Sea bordered by Thailand, Cambodia, and Vietnam, known for its rich fisheries, shipping routes, and popular coastal tourism areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gulf of Thailand Target entity description: The Gulf of Thailand is a shallow arm of the western South China Sea bordered by Thailand, Cambodia, and Vietnam, known for its rich fisheries, shipping routes, and popular coastal tourism areas.
-
A.
Andaman Sea
The Andaman Sea is a marginal sea of the eastern Indian Ocean, lying between the Andaman and Nicobar Islands, Myanmar, Thailand, and the Malay Peninsula, known for its rich marine biodiversity and popular tropical diving destinations.
-
B.
South China Sea
The South China Sea is a marginal sea in Southeast Asia known for its strategic shipping lanes, rich fisheries, and significant oil and gas reserves, as well as ongoing territorial disputes among neighboring countries.
-
C.
Celebes Sea
The Celebes Sea is a deep marginal sea in the western Pacific Ocean, located between the Philippines, Indonesia, and Malaysia, known for its rich marine biodiversity and important shipping routes.
-
D.
Solomon Sea
The Solomon Sea is a marginal sea of the southwestern Pacific Ocean located between Papua New Guinea and the Solomon Islands, known for its deep basins and significant role in World War II naval battles.
-
E.
Gulf of Tonkin
The Gulf of Tonkin is a shallow arm of the South China Sea off the coasts of northern Vietnam and southern China, historically known as a key maritime region and the site of the 1964 naval incidents that escalated U.S. involvement in the Vietnam War.
- 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_69a2573508588190b522c2476d91acfe |
completed | Feb. 28, 2026, 2:47 a.m. |
| NER | Named-entity recognition | batch_69a25c5062e48190833be10e4770e1e9 |
completed | Feb. 28, 2026, 3:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3ab9a92ec81909ef194ae72cffce2 |
completed | March 1, 2026, 2:59 a.m. |
| NEDg | Description generation | batch_69a3abf92ad08190a84718c3c0fa59c0 |
completed | March 1, 2026, 3:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3ac13384c81909e7baab651eb15ec |
completed | March 1, 2026, 3:01 a.m. |
Created at: Feb. 28, 2026, 2:53 a.m.