Triple
T7839975
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Phatthalung province |
E181779
|
entity |
| Predicate | hasAdministrativeCenter |
P1474
|
FINISHED |
| Object |
Mueang Phatthalung district
Mueang Phatthalung district is the capital district and main administrative, economic, and cultural center of Phatthalung province in southern Thailand.
|
E698887
|
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: Mueang Phatthalung district | Statement: [Phatthalung province, hasAdministrativeCenter, Mueang Phatthalung district]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mueang Phatthalung district Context triple: [Phatthalung province, hasAdministrativeCenter, Mueang Phatthalung district]
-
A.
Phop Phra District
Phop Phra District is a rural administrative district in western Thailand known for its agricultural landscape and location along the border with Myanmar in Tak Province.
-
B.
Mueang Trang district
Mueang Trang district is the capital district and main urban center of Trang Province in southern Thailand.
-
C.
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.
-
D.
Mueang Satun district
Mueang Satun district is the capital district and main urban and administrative hub of Satun province in southern Thailand.
-
E.
Mueang Chaiya District
Mueang Chaiya District is an administrative district in Surat Thani Province, southern Thailand, centered around the historic town of Chaiya.
- 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: Mueang Phatthalung district Triple: [Phatthalung province, hasAdministrativeCenter, Mueang Phatthalung district]
Generated description
Mueang Phatthalung district is the capital district and main administrative, economic, and cultural center of Phatthalung province in southern Thailand.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mueang Phatthalung district Target entity description: Mueang Phatthalung district is the capital district and main administrative, economic, and cultural center of Phatthalung province in southern Thailand.
-
A.
Phop Phra District
Phop Phra District is a rural administrative district in western Thailand known for its agricultural landscape and location along the border with Myanmar in Tak Province.
-
B.
Mueang Trang district
Mueang Trang district is the capital district and main urban center of Trang Province in southern Thailand.
-
C.
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.
-
D.
Mueang Satun district
Mueang Satun district is the capital district and main urban and administrative hub of Satun province in southern Thailand.
-
E.
Mueang Chaiya District
Mueang Chaiya District is an administrative district in Surat Thani Province, southern Thailand, centered around the historic town of Chaiya.
- 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_69ca8285d6488190a95d4c02d7354b53 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb14c4680481908628d22bbe4842f4 |
completed | March 31, 2026, 12:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5abff2a88190a2f988b8b041ebb0 |
completed | March 31, 2026, 5:25 a.m. |
| NEDg | Description generation | batch_69cb762dd8348190bf74be4e7f5df1e7 |
completed | March 31, 2026, 7:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cbb24068908190977b266366e5ceea |
completed | March 31, 2026, 11:38 a.m. |
Created at: March 30, 2026, 4:47 p.m.