Triple

T7677107
Position Surface form Disambiguated ID Type / Status
Subject Royal Thai Army E173889 entity
Predicate areaOfOperations P710 FINISHED
Object Thai–Malaysian border
The Thai–Malaysian border is a land boundary in Southeast Asia separating Thailand and Malaysia, known for its mix of dense jungle, cross-border trade routes, and periodic security tensions.
E689244 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–Malaysian border | Statement: [Royal Thai Army, areaOfOperations, Thai–Malaysian border]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thai–Malaysian border
Context triple: [Royal Thai Army, areaOfOperations, Thai–Malaysian border]
  • 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. 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.
  • C. Laos border
    The Laos border is the international boundary separating Laos from its neighboring countries in Southeast Asia, including Vietnam.
  • D. Myanmar–Bangladesh border
    The Myanmar–Bangladesh border is an international boundary separating Myanmar and Bangladesh, known for its security tensions, refugee movements, and complex humanitarian and political challenges.
  • E. India–Myanmar border
    The India–Myanmar border is an international boundary in Southeast Asia separating India’s northeastern states from Myanmar, marked by diverse ethnic communities, cross-border trade, and strategic security concerns.
  • 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–Malaysian border
Triple: [Royal Thai Army, areaOfOperations, Thai–Malaysian border]
Generated description
The Thai–Malaysian border is a land boundary in Southeast Asia separating Thailand and Malaysia, known for its mix of dense jungle, cross-border trade routes, and periodic security tensions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thai–Malaysian border
Target entity description: The Thai–Malaysian border is a land boundary in Southeast Asia separating Thailand and Malaysia, known for its mix of dense jungle, cross-border trade routes, and periodic security tensions.
  • 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. 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.
  • C. Laos border
    The Laos border is the international boundary separating Laos from its neighboring countries in Southeast Asia, including Vietnam.
  • D. Myanmar–Bangladesh border
    The Myanmar–Bangladesh border is an international boundary separating Myanmar and Bangladesh, known for its security tensions, refugee movements, and complex humanitarian and political challenges.
  • E. India–Myanmar border
    The India–Myanmar border is an international boundary in Southeast Asia separating India’s northeastern states from Myanmar, marked by diverse ethnic communities, cross-border trade, and strategic security concerns.
  • 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_69c6995703e0819081de77361b602e78 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c701fbb4788190adf1e2d39be358c1 completed March 27, 2026, 10:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8f30c099081909aaeac321fbf0066 completed March 29, 2026, 9:38 a.m.
NEDg Description generation batch_69c8f44b03088190beff15d159c5b98a completed March 29, 2026, 9:43 a.m.
NED2 Entity disambiguation (via description) batch_69c8f4c13be8819091a9022f0dc52bc9 completed March 29, 2026, 9:45 a.m.
Created at: March 27, 2026, 4:01 p.m.