Triple

T21861244
Position Surface form Disambiguated ID Type / Status
Subject Parrot’s Beak region of Cambodia E539765 entity
Predicate partOf P40 FINISHED
Object Cambodia–Vietnam border region
The Cambodia–Vietnam border region is a historically contested frontier area marked by dense rural landscapes, ethnic diversity, and strategic zones such as the Parrot’s Beak that played key roles in regional conflicts.
E1505503 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: Cambodia–Vietnam border region | Statement: [Parrot’s Beak region of Cambodia, partOf, Cambodia–Vietnam border region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cambodia–Vietnam border region
Context triple: [Parrot’s Beak region of Cambodia, partOf, Cambodia–Vietnam border region]
  • A. Thai–Cambodian border region
    The Thai–Cambodian border region is a historically contested frontier zone marked by refugee movements, guerrilla activity, and cross-border political and military tensions between Thailand and Cambodia.
  • B. Laos–Cambodia border
    The Laos–Cambodia border is an international boundary in mainland Southeast Asia separating the landlocked country of Laos from Cambodia, running through remote, sparsely populated regions of forests, rivers, and highlands.
  • C. Laos–Vietnam border
    The Laos–Vietnam border is an international boundary in Southeast Asia separating the landlocked nation of Laos from Vietnam, running through mountainous terrain and dense forests.
  • D. Vietnam–China border region
    The Vietnam–China border region is a mountainous, strategically vital frontier area between northern Vietnam and southern China that has long been a key theater for military campaigns and cross-border interactions.
  • E. Cambodia–South Vietnam border waterways
    The Cambodia–South Vietnam border waterways are a network of rivers and canals along the frontier between Cambodia and South Vietnam that were strategically significant for military operations and supply routes during 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: Cambodia–Vietnam border region
Triple: [Parrot’s Beak region of Cambodia, partOf, Cambodia–Vietnam border region]
Generated description
The Cambodia–Vietnam border region is a historically contested frontier area marked by dense rural landscapes, ethnic diversity, and strategic zones such as the Parrot’s Beak that played key roles in regional conflicts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cambodia–Vietnam border region
Target entity description: The Cambodia–Vietnam border region is a historically contested frontier area marked by dense rural landscapes, ethnic diversity, and strategic zones such as the Parrot’s Beak that played key roles in regional conflicts.
  • A. Thai–Cambodian border region
    The Thai–Cambodian border region is a historically contested frontier zone marked by refugee movements, guerrilla activity, and cross-border political and military tensions between Thailand and Cambodia.
  • B. Laos–Cambodia border
    The Laos–Cambodia border is an international boundary in mainland Southeast Asia separating the landlocked country of Laos from Cambodia, running through remote, sparsely populated regions of forests, rivers, and highlands.
  • C. Laos–Vietnam border
    The Laos–Vietnam border is an international boundary in Southeast Asia separating the landlocked nation of Laos from Vietnam, running through mountainous terrain and dense forests.
  • D. Vietnam–China border region
    The Vietnam–China border region is a mountainous, strategically vital frontier area between northern Vietnam and southern China that has long been a key theater for military campaigns and cross-border interactions.
  • E. Cambodia–South Vietnam border waterways
    The Cambodia–South Vietnam border waterways are a network of rivers and canals along the frontier between Cambodia and South Vietnam that were strategically significant for military operations and supply routes during 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_69e0c47829648190bbe2d1d7033768ec completed April 16, 2026, 11:14 a.m.
NER Named-entity recognition batch_69f0d63ae3708190b7ee04c1487713c9 completed April 28, 2026, 3:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a4bdacb6c8190b1087fc577abb1c6 completed May 17, 2026, 11:14 p.m.
NEDg Description generation batch_6a0a4ccdd0a881908d32425b7cbb30c4 completed May 17, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_6a0a4de7d07c8190a0ccb1c229e7fc5d completed May 17, 2026, 11:23 p.m.
Created at: April 16, 2026, 6:56 p.m.