Triple
T7263525
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Narathiwat |
E159713
|
entity |
| Predicate | governedBy |
P46
|
FINISHED |
| Object |
Narathiwat Provincial Administration
Narathiwat Provincial Administration is the local governmental body responsible for managing public services, development, and administration within Thailand’s Narathiwat Province.
|
E652456
|
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: Narathiwat Provincial Administration | Statement: [Narathiwat, governedBy, Narathiwat Provincial Administration]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Narathiwat Provincial Administration Context triple: [Narathiwat, governedBy, Narathiwat Provincial Administration]
-
A.
Phuket Provincial Administration
Phuket Provincial Administration is the local governmental authority responsible for managing public services, development, and administration across Thailand’s Phuket Province.
-
B.
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.
-
C.
Nakhon Sawan Province
Nakhon Sawan Province is a central Thai province known as a key regional hub where major rivers converge and agriculture and trade are prominent.
-
D.
Chachoengsao Province
Chachoengsao Province is a central Thai province east of Bangkok, known for its fertile agricultural lands, historic temples, and location within the lower Chao Phraya River basin.
-
E.
Pattani
Pattani is a historic coastal city in Thailand known for its Malay-Muslim cultural heritage and role as a regional trading and fishing center.
- 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: Narathiwat Provincial Administration Triple: [Narathiwat, governedBy, Narathiwat Provincial Administration]
Generated description
Narathiwat Provincial Administration is the local governmental body responsible for managing public services, development, and administration within Thailand’s Narathiwat Province.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Narathiwat Provincial Administration Target entity description: Narathiwat Provincial Administration is the local governmental body responsible for managing public services, development, and administration within Thailand’s Narathiwat Province.
-
A.
Phuket Provincial Administration
Phuket Provincial Administration is the local governmental authority responsible for managing public services, development, and administration across Thailand’s Phuket Province.
-
B.
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.
-
C.
Nakhon Sawan Province
Nakhon Sawan Province is a central Thai province known as a key regional hub where major rivers converge and agriculture and trade are prominent.
-
D.
Chachoengsao Province
Chachoengsao Province is a central Thai province east of Bangkok, known for its fertile agricultural lands, historic temples, and location within the lower Chao Phraya River basin.
-
E.
Pattani
Pattani is a historic coastal city in Thailand known for its Malay-Muslim cultural heritage and role as a regional trading and fishing center.
- 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_69c68838f9948190875fd60b2351230c |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6eac9fab88190881ab9e1cd94cdc1 |
completed | March 27, 2026, 8:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7d3c7754481908ff7cc0fc6419599 |
completed | March 28, 2026, 1:12 p.m. |
| NEDg | Description generation | batch_69c7d5c7c3a48190b8d1b5e351ebfbd5 |
completed | March 28, 2026, 1:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7d639f7f08190a360bd2899e6fef8 |
completed | March 28, 2026, 1:23 p.m. |
Created at: March 27, 2026, 2:57 p.m.