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.