Triple
T7523430
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tak Province |
E177831
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Umphang District
Umphang District is a remote mountainous district in western Thailand renowned for its forests, waterfalls such as Thi Lo Su, and its location near the Myanmar border.
|
E678656
|
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: Umphang District | Statement: [Tak Province, contains, Umphang District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Umphang District Context triple: [Tak Province, contains, Umphang District]
-
A.
Khun Yuam District
Khun Yuam District is an administrative district in northern Thailand known for its mountainous landscapes and location within Mae Hong Son Province.
-
B.
Ratchathewi District
Ratchathewi District is a central Bangkok district known for its major transport hubs, commercial areas, and dense urban development.
-
C.
Mae Sot District
Mae Sot District is an administrative district in western Thailand’s Tak Province, known for its border location with Myanmar and its role as a major hub for cross-border trade and migration.
-
D.
Mae Sariang District
Mae Sariang District is an administrative district in northwestern Thailand known for its mountainous landscapes, riverside town, and diverse ethnic communities.
-
E.
Trongsa District
Trongsa District is a central district of Bhutan known for its strategic location, historical significance, and the prominent Trongsa Dzong overlooking the Mangde Chhu valley.
- 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: Umphang District Triple: [Tak Province, contains, Umphang District]
Generated description
Umphang District is a remote mountainous district in western Thailand renowned for its forests, waterfalls such as Thi Lo Su, and its location near the Myanmar border.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Umphang District Target entity description: Umphang District is a remote mountainous district in western Thailand renowned for its forests, waterfalls such as Thi Lo Su, and its location near the Myanmar border.
-
A.
Khun Yuam District
Khun Yuam District is an administrative district in northern Thailand known for its mountainous landscapes and location within Mae Hong Son Province.
-
B.
Ratchathewi District
Ratchathewi District is a central Bangkok district known for its major transport hubs, commercial areas, and dense urban development.
-
C.
Mae Sot District
Mae Sot District is an administrative district in western Thailand’s Tak Province, known for its border location with Myanmar and its role as a major hub for cross-border trade and migration.
-
D.
Mae Sariang District
Mae Sariang District is an administrative district in northwestern Thailand known for its mountainous landscapes, riverside town, and diverse ethnic communities.
-
E.
Trongsa District
Trongsa District is a central district of Bhutan known for its strategic location, historical significance, and the prominent Trongsa Dzong overlooking the Mangde Chhu valley.
- 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_69c69f29bf3081909a146aec7755f185 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f7c4f32081908b5162f4551adb6d |
completed | March 27, 2026, 9:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c87070d8a88190afde21f548d86292 |
completed | March 29, 2026, 12:21 a.m. |
| NEDg | Description generation | batch_69c8723391f48190b60ba8952c9ccca7 |
completed | March 29, 2026, 12:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c87401aaa48190b3e44298fcd3f37f |
completed | March 29, 2026, 12:36 a.m. |
Created at: March 27, 2026, 3:46 p.m.