Triple

T6616148
Position Surface form Disambiguated ID Type / Status
Subject FUNCINPEC resistance forces E149355 entity
Predicate operationalArea P794 FINISHED
Object 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.
E599849 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: Thai–Cambodian border region | Statement: [FUNCINPEC resistance forces, operationalArea, Thai–Cambodian border region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thai–Cambodian border region
Context triple: [FUNCINPEC resistance forces, operationalArea, Thai–Cambodian border region]
  • A. Thai–Myanmar border
    The Thai–Myanmar border is a long, often porous frontier region marked by ethnic diversity, conflict-driven displacement, and extensive humanitarian and refugee activities.
  • B. Laos border
    The Laos border is the international boundary separating Laos from its neighboring countries in Southeast Asia, including Vietnam.
  • C. 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.
  • D. Lao–Isan cultural area
    The Lao–Isan cultural area is a historical region in northeastern Thailand characterized by Lao-influenced language, traditions, and cultural practices distinct from central Thai culture.
  • E. Khorat Plateau
    The Khorat Plateau is a large, elevated region in northeastern Thailand known for its agricultural landscapes and distinct geology.
  • 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: Thai–Cambodian border region
Triple: [FUNCINPEC resistance forces, operationalArea, Thai–Cambodian border region]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thai–Cambodian border region
Target entity description: 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.
  • A. Thai–Myanmar border
    The Thai–Myanmar border is a long, often porous frontier region marked by ethnic diversity, conflict-driven displacement, and extensive humanitarian and refugee activities.
  • B. Laos border
    The Laos border is the international boundary separating Laos from its neighboring countries in Southeast Asia, including Vietnam.
  • C. 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.
  • D. Lao–Isan cultural area
    The Lao–Isan cultural area is a historical region in northeastern Thailand characterized by Lao-influenced language, traditions, and cultural practices distinct from central Thai culture.
  • E. Khorat Plateau
    The Khorat Plateau is a large, elevated region in northeastern Thailand known for its agricultural landscapes and distinct geology.
  • 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_69c687ebc680819094caf71faba2efe2 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6af57fd748190bb64f1965bab319f completed March 27, 2026, 4:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6cbda469481908173db345ba2f216 completed March 27, 2026, 6:26 p.m.
NEDg Description generation batch_69c6cd428b988190b01311ca02f4dff3 completed March 27, 2026, 6:32 p.m.
NED2 Entity disambiguation (via description) batch_69c6cdcc10c08190aa98212bd17063a3 completed March 27, 2026, 6:34 p.m.
Created at: March 27, 2026, 1:57 p.m.