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.