Triple
T19051984
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Prachuap Khiri Khan |
E466282
|
entity |
| Predicate | hasBay |
P35
|
FINISHED |
| Object |
Ao Prachuap
Ao Prachuap is a scenic coastal bay in Prachuap Khiri Khan Province, Thailand, known for its tranquil waters, surrounding mountains, and seaside town atmosphere.
|
E1356392
|
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: Ao Prachuap | Statement: [Prachuap Khiri Khan, hasBay, Ao Prachuap]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ao Prachuap Context triple: [Prachuap Khiri Khan, hasBay, Ao Prachuap]
-
A.
Ratchathewi
Ratchathewi is a central district of Bangkok, Thailand, known for its major transport hubs, shopping areas, and proximity to key commercial and educational zones.
-
B.
Bueng Kan
Bueng Kan is a northeastern Thai city known as the capital of Bueng Kan Province, situated along the Mekong River near the border with Laos.
-
C.
Phichit
Phichit is a provincial city in central Thailand known for its historical temples, traditional festivals, and location along the Nan River.
-
D.
Chachoengsao
Chachoengsao is a province in eastern Thailand known for its historic temples, agricultural landscape, and proximity to Bangkok and major transport hubs.
-
E.
Tai Itong
Tai Itong is an alternate name for the Tai Aiton language, a Tai-Kadai language spoken by the Tai Aiton community in northeastern India.
- 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: Ao Prachuap Triple: [Prachuap Khiri Khan, hasBay, Ao Prachuap]
Generated description
Ao Prachuap is a scenic coastal bay in Prachuap Khiri Khan Province, Thailand, known for its tranquil waters, surrounding mountains, and seaside town atmosphere.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ao Prachuap Target entity description: Ao Prachuap is a scenic coastal bay in Prachuap Khiri Khan Province, Thailand, known for its tranquil waters, surrounding mountains, and seaside town atmosphere.
-
A.
Ratchathewi
Ratchathewi is a central district of Bangkok, Thailand, known for its major transport hubs, shopping areas, and proximity to key commercial and educational zones.
-
B.
Bueng Kan
Bueng Kan is a northeastern Thai city known as the capital of Bueng Kan Province, situated along the Mekong River near the border with Laos.
-
C.
Phichit
Phichit is a provincial city in central Thailand known for its historical temples, traditional festivals, and location along the Nan River.
-
D.
Chachoengsao
Chachoengsao is a province in eastern Thailand known for its historic temples, agricultural landscape, and proximity to Bangkok and major transport hubs.
-
E.
Tai Itong
Tai Itong is an alternate name for the Tai Aiton language, a Tai-Kadai language spoken by the Tai Aiton community in northeastern India.
- 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_69d8dd040fb881909af2a964f65ad208 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5dc031ff881908e8c68c7aaff3733 |
completed | April 20, 2026, 7:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05c553eaf481909a8e07efec1f58c5 |
completed | May 14, 2026, 12:51 p.m. |
| NEDg | Description generation | batch_6a05c8e3015c819081b70695b9571e1c |
completed | May 14, 2026, 1:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05c95848b88190bf2a9a37b3d51b55 |
completed | May 14, 2026, 1:08 p.m. |
Created at: April 10, 2026, 12:03 p.m.