Triple
T7676796
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Western Thailand |
E173879
|
entity |
| Predicate | hasBorderTown |
P847
|
FINISHED |
| Object |
Sangkhlaburi
Sangkhlaburi is a remote Thai town near the Myanmar border, known for its cultural mix of Thai, Mon, and Karen communities and its iconic wooden Mon Bridge over the Songkalia River.
|
E689853
|
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: Sangkhlaburi | Statement: [Western Thailand, hasBorderTown, Sangkhlaburi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sangkhlaburi Context triple: [Western Thailand, hasBorderTown, Sangkhlaburi]
-
A.
Lopburi
Lopburi is an ancient city in central Thailand known for its historical Mon and Khmer heritage, temple ruins, and large population of free-roaming macaque monkeys.
-
B.
Nakhon Si Thammarat
Nakhon Si Thammarat is a historic coastal city in southern Thailand known for its ancient temples, particularly Wat Phra Mahathat, and its role as a regional cultural and economic center.
-
C.
Chachoengsao
Chachoengsao is a province in eastern Thailand known for its historic temples, agricultural landscape, and proximity to Bangkok and major transport hubs.
-
D.
Laem Chabang
Laem Chabang is Thailand’s largest deep-sea commercial port and a major hub for maritime trade in Southeast Asia.
-
E.
Lamphun
Lamphun is a historic provincial capital in northern Thailand, known for its ancient Hariphunchai kingdom heritage and well-preserved temples.
- 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: Sangkhlaburi Triple: [Western Thailand, hasBorderTown, Sangkhlaburi]
Generated description
Sangkhlaburi is a remote Thai town near the Myanmar border, known for its cultural mix of Thai, Mon, and Karen communities and its iconic wooden Mon Bridge over the Songkalia River.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sangkhlaburi Target entity description: Sangkhlaburi is a remote Thai town near the Myanmar border, known for its cultural mix of Thai, Mon, and Karen communities and its iconic wooden Mon Bridge over the Songkalia River.
-
A.
Lopburi
Lopburi is an ancient city in central Thailand known for its historical Mon and Khmer heritage, temple ruins, and large population of free-roaming macaque monkeys.
-
B.
Nakhon Si Thammarat
Nakhon Si Thammarat is a historic coastal city in southern Thailand known for its ancient temples, particularly Wat Phra Mahathat, and its role as a regional cultural and economic center.
-
C.
Chachoengsao
Chachoengsao is a province in eastern Thailand known for its historic temples, agricultural landscape, and proximity to Bangkok and major transport hubs.
-
D.
Laem Chabang
Laem Chabang is Thailand’s largest deep-sea commercial port and a major hub for maritime trade in Southeast Asia.
-
E.
Lamphun
Lamphun is a historic provincial capital in northern Thailand, known for its ancient Hariphunchai kingdom heritage and well-preserved temples.
- 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_69c9116b86cc8190997077243f99cc7d |
completed | March 29, 2026, 11:47 a.m. |
| NEDg | Description generation | batch_69c912219dd8819098157c3d0d22eaac |
completed | March 29, 2026, 11:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c9138753088190ad84f49ad04f2b8a |
completed | March 29, 2026, 11:56 a.m. |
Created at: March 27, 2026, 4:01 p.m.