Triple
T9942082
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chonburi Province |
E194107
|
entity |
| Predicate | containsCity |
P294
|
FINISHED |
| Object |
Ban Bueng
Ban Bueng is a district-level town in eastern Thailand known for its agricultural surroundings and location within Chonburi Province.
|
E832686
|
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: Ban Bueng | Statement: [Chonburi Province, containsCity, Ban Bueng]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ban Bueng Context triple: [Chonburi Province, containsCity, Ban Bueng]
-
A.
Laem Chabang
Laem Chabang is Thailand’s largest deep-sea commercial port and a major hub for maritime trade in Southeast Asia.
-
B.
Ban Koh Larn
Ban Koh Larn is the main village and residential hub on Koh Larn island off the coast of Pattaya, Thailand, serving as its central community and service area for locals and tourists.
-
C.
Ko Khai
Ko Khai is a small tropical island within Thailand’s Surin Islands archipelago, known for its clear waters, coral reefs, and rich marine life.
-
D.
Wiang Kum Kam
Wiang Kum Kam is an ancient riverside settlement and former capital near present-day Chiang Mai in northern Thailand, known for its historic temples and archaeological remains from the Lanna Kingdom.
-
E.
Anlong Veng
Anlong Veng is a remote district in northern Cambodia known as the last stronghold of the Khmer Rouge and the place where its leader Pol Pot died.
- 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: Ban Bueng Triple: [Chonburi Province, containsCity, Ban Bueng]
Generated description
Ban Bueng is a district-level town in eastern Thailand known for its agricultural surroundings and location within Chonburi Province.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ban Bueng Target entity description: Ban Bueng is a district-level town in eastern Thailand known for its agricultural surroundings and location within Chonburi Province.
-
A.
Laem Chabang
Laem Chabang is Thailand’s largest deep-sea commercial port and a major hub for maritime trade in Southeast Asia.
-
B.
Ban Koh Larn
Ban Koh Larn is the main village and residential hub on Koh Larn island off the coast of Pattaya, Thailand, serving as its central community and service area for locals and tourists.
-
C.
Ko Khai
Ko Khai is a small tropical island within Thailand’s Surin Islands archipelago, known for its clear waters, coral reefs, and rich marine life.
-
D.
Wiang Kum Kam
Wiang Kum Kam is an ancient riverside settlement and former capital near present-day Chiang Mai in northern Thailand, known for its historic temples and archaeological remains from the Lanna Kingdom.
-
E.
Anlong Veng
Anlong Veng is a remote district in northern Cambodia known as the last stronghold of the Khmer Rouge and the place where its leader Pol Pot died.
- 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_69ca82e409348190a393777356b80a2a |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb610905c81909d669265c92021a5 |
completed | April 2, 2026, 12:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d23d5095e08190a34ff73ab7bcf8a6 |
completed | April 5, 2026, 10:45 a.m. |
| NEDg | Description generation | batch_69d24135c0b88190ad018858b99e0bde |
completed | April 5, 2026, 11:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d241ca07b481908a2852ed15ed5cf2 |
completed | April 5, 2026, 11:04 a.m. |
Created at: March 30, 2026, 8:44 p.m.