Triple
T16464222
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Phuket Province |
E399886
|
entity |
| Predicate | hasDistrict |
P459
|
FINISHED |
| Object |
Thalang District
Thalang District is an administrative district in northern Phuket, Thailand, known historically as the island’s former center and site of important cultural and heritage landmarks.
|
E1220689
|
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: Thalang District | Statement: [Phuket Province, hasDistrict, Thalang District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thalang District Context triple: [Phuket Province, hasDistrict, Thalang District]
-
A.
Phatthalung province
Phatthalung province is a largely rural, mountainous province in southern Thailand known for its wetlands, traditional shadow-puppet theatre (Nang Talung), and rich cultural heritage.
-
B.
Chaiyo District
Chaiyo District is an administrative district (amphoe) in central Thailand known for its location within Ang Thong Province and its predominantly rural communities.
-
C.
Phetchaburi Province
Phetchaburi Province is a coastal province in western Thailand known for its historic temples, royal palaces, and national parks along the Gulf of Thailand.
-
D.
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.
-
E.
Ratchaburi Province
Ratchaburi Province is a region in western Thailand known for its cultural heritage, cave temples, and traditional pottery.
- 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: Thalang District Triple: [Phuket Province, hasDistrict, Thalang District]
Generated description
Thalang District is an administrative district in northern Phuket, Thailand, known historically as the island’s former center and site of important cultural and heritage landmarks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Thalang District Target entity description: Thalang District is an administrative district in northern Phuket, Thailand, known historically as the island’s former center and site of important cultural and heritage landmarks.
-
A.
Phatthalung province
Phatthalung province is a largely rural, mountainous province in southern Thailand known for its wetlands, traditional shadow-puppet theatre (Nang Talung), and rich cultural heritage.
-
B.
Chaiyo District
Chaiyo District is an administrative district (amphoe) in central Thailand known for its location within Ang Thong Province and its predominantly rural communities.
-
C.
Phetchaburi Province
Phetchaburi Province is a coastal province in western Thailand known for its historic temples, royal palaces, and national parks along the Gulf of Thailand.
-
D.
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.
-
E.
Ratchaburi Province
Ratchaburi Province is a region in western Thailand known for its cultural heritage, cave temples, and traditional pottery.
- 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_69d87f2dac988190b74d6e185fa88ba4 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e32d83687081908450657e1da6f6af |
completed | April 18, 2026, 7:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a006ed25bcc819090ccca4705e4e24f |
completed | May 10, 2026, 11:41 a.m. |
| NEDg | Description generation | batch_6a006f9043b8819086143b2ec0cf1657 |
completed | May 10, 2026, 11:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00701fc1848190b3248a70b462eab1 |
completed | May 10, 2026, 11:46 a.m. |
Created at: April 10, 2026, 5:10 a.m.