Triple
T7238022
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nakhon Si Thammarat |
E155280
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Nakhon Si Thammarat Province
Nakhon Si Thammarat Province is a historically significant province in southern Thailand, known for its ancient temples, cultural heritage, and coastal landscapes along the Gulf of Thailand.
|
E654403
|
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: Nakhon Si Thammarat Province | Statement: [Nakhon Si Thammarat, locatedIn, Nakhon Si Thammarat Province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nakhon Si Thammarat Province Context triple: [Nakhon Si Thammarat, locatedIn, Nakhon Si Thammarat Province]
-
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.
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.
-
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.
Prachuap Khiri Khan Province
Prachuap Khiri Khan Province is a coastal province in central Thailand known for its long Gulf of Thailand shoreline, popular beach resort town of Hua Hin, and royal residences.
-
E.
Pathum Thani Province
Pathum Thani Province is a central Thai province just north of Bangkok, known for its urban-industrial development, educational institutions, and location within the fertile Chao Phraya River basin.
- 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: Nakhon Si Thammarat Province Triple: [Nakhon Si Thammarat, locatedIn, Nakhon Si Thammarat Province]
Generated description
Nakhon Si Thammarat Province is a historically significant province in southern Thailand, known for its ancient temples, cultural heritage, and coastal landscapes along the Gulf of Thailand.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nakhon Si Thammarat Province Target entity description: Nakhon Si Thammarat Province is a historically significant province in southern Thailand, known for its ancient temples, cultural heritage, and coastal landscapes along the Gulf of Thailand.
-
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.
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.
-
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.
Prachuap Khiri Khan Province
Prachuap Khiri Khan Province is a coastal province in central Thailand known for its long Gulf of Thailand shoreline, popular beach resort town of Hua Hin, and royal residences.
-
E.
Pathum Thani Province
Pathum Thani Province is a central Thai province just north of Bangkok, known for its urban-industrial development, educational institutions, and location within the fertile Chao Phraya River basin.
- 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_69c688143bfc81908d4176617735e601 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6ea368fb88190bd9e991e8b94dac6 |
completed | March 27, 2026, 8:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7db0fd90881908c6b84f1292f0b01 |
completed | March 28, 2026, 1:43 p.m. |
| NEDg | Description generation | batch_69c7df2bb57c81909f08b565fe739166 |
completed | March 28, 2026, 2:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7df7c65e481908eb5c92168429d5a |
completed | March 28, 2026, 2:02 p.m. |
Created at: March 27, 2026, 2:55 p.m.