Triple
T7523433
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tak Province |
E177831
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Sam Ngao District
Sam Ngao District is an administrative district (amphoe) in western Thailand known for its rural communities and location within Tak Province near the Burmese border.
|
E676638
|
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: Sam Ngao District | Statement: [Tak Province, contains, Sam Ngao District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sam Ngao District Context triple: [Tak Province, contains, Sam Ngao District]
-
A.
Banan District
Banan District is an administrative district of Chongqing, China, known for its mix of urban development, industrial zones, and scenic areas along the Yangtze River.
-
B.
Parongpong District
Parongpong District is a highland area in West Java, Indonesia, known for its cool climate, tea plantations, and proximity to the Tangkuban Perahu volcano.
-
C.
Tembuku District
Tembuku District is an administrative district in the regency of Bangli on the island of Bali, Indonesia.
-
D.
Dadu District
Dadu District is an administrative district in the Sindh province of Pakistan, known for its historical archaeological sites and proximity to the Indus River.
-
E.
Longtan District
Longtan District is a suburban district in southern Taoyuan City, Taiwan, known for its scenic lake, Hakka culture, and technology and military research facilities.
- 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: Sam Ngao District Triple: [Tak Province, contains, Sam Ngao District]
Generated description
Sam Ngao District is an administrative district (amphoe) in western Thailand known for its rural communities and location within Tak Province near the Burmese border.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sam Ngao District Target entity description: Sam Ngao District is an administrative district (amphoe) in western Thailand known for its rural communities and location within Tak Province near the Burmese border.
-
A.
Banan District
Banan District is an administrative district of Chongqing, China, known for its mix of urban development, industrial zones, and scenic areas along the Yangtze River.
-
B.
Parongpong District
Parongpong District is a highland area in West Java, Indonesia, known for its cool climate, tea plantations, and proximity to the Tangkuban Perahu volcano.
-
C.
Tembuku District
Tembuku District is an administrative district in the regency of Bangli on the island of Bali, Indonesia.
-
D.
Dadu District
Dadu District is an administrative district in the Sindh province of Pakistan, known for its historical archaeological sites and proximity to the Indus River.
-
E.
Longtan District
Longtan District is a suburban district in southern Taoyuan City, Taiwan, known for its scenic lake, Hakka culture, and technology and military research facilities.
- 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_69c86831f43c8190a3fb1992a4c5245a |
completed | March 28, 2026, 11:45 p.m. |
| NEDg | Description generation | batch_69c869588d008190adc28df91a99f09f |
completed | March 28, 2026, 11:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c86a1f1bfc8190b25597a030613e08 |
completed | March 28, 2026, 11:54 p.m. |
Created at: March 27, 2026, 3:46 p.m.