Triple
T11446691
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Samut Prakan Province |
E271283
|
entity |
| Predicate | hasSeasideCommunities |
P21854
|
FINISHED |
| Object |
Bang Pu
Bang Pu is a coastal area in Thailand known for its seaside scenery, pier, and large flocks of migratory seagulls that attract many visitors.
|
E926406
|
NE FINISHED |
How this triple was built (5 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: Bang Pu | Statement: [Samut Prakan Province, hasSeasideCommunities, Bang Pu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bang Pu Context triple: [Samut Prakan Province, hasSeasideCommunities, Bang Pu]
-
A.
Pak Kret
Pak Kret is a major suburban city in the Bangkok Metropolitan Region of central Thailand, known for its residential communities and proximity to the Chao Phraya River.
-
B.
Khura Buri
Khura Buri is a coastal town in southern Thailand known as a gateway to nearby islands and marine national parks in the Andaman Sea.
-
C.
Nong Yai
Nong Yai is a district-level locality in Thailand known for its rural communities and agricultural landscape within Chonburi Province.
-
D.
U Thong
U Thong is an ancient town in central Thailand recognized as one of the earliest centers of the Dvaravati culture and an important archaeological site for early Thai history and Buddhism.
-
E.
Ko Ngam Yai
Ko Ngam Yai is a small Thai island in the Gulf of Thailand, known for its clear waters, coral reefs, and quiet, undeveloped beaches.
- 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: Bang Pu Triple: [Samut Prakan Province, hasSeasideCommunities, Bang Pu]
Generated description
Bang Pu is a coastal area in Thailand known for its seaside scenery, pier, and large flocks of migratory seagulls that attract many visitors.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bang Pu Target entity description: Bang Pu is a coastal area in Thailand known for its seaside scenery, pier, and large flocks of migratory seagulls that attract many visitors.
-
A.
Pak Kret
Pak Kret is a major suburban city in the Bangkok Metropolitan Region of central Thailand, known for its residential communities and proximity to the Chao Phraya River.
-
B.
Khura Buri
Khura Buri is a coastal town in southern Thailand known as a gateway to nearby islands and marine national parks in the Andaman Sea.
-
C.
Nong Yai
Nong Yai is a district-level locality in Thailand known for its rural communities and agricultural landscape within Chonburi Province.
-
D.
U Thong
U Thong is an ancient town in central Thailand recognized as one of the earliest centers of the Dvaravati culture and an important archaeological site for early Thai history and Buddhism.
-
E.
Ko Ngam Yai
Ko Ngam Yai is a small Thai island in the Gulf of Thailand, known for its clear waters, coral reefs, and quiet, undeveloped beaches.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasSeasideCommunities Context triple: [Samut Prakan Province, hasSeasideCommunities, Bang Pu]
-
A.
hasShorelineCommunity
Indicates that a place or region includes or is associated with a community located along its shoreline.
-
B.
isSeasideVillage
Indicates that a village is located directly by the sea or coastline.
-
C.
isSeasideResort
Indicates that a place functions as a resort located by the sea, typically offering coastal leisure and tourism activities.
-
D.
hasSeasideSetting
Indicates that something is situated in, near, or directly overlooking the sea or seashore.
-
E.
isCoastalCommunity
chosen
Indicates that a community is located along a coast or shoreline and is directly associated with a nearby sea or ocean.
- F. None of above.
Provenance (6 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_69d6aadff8888190a13f253f0d460874 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d81c6d4890819082fb4a670feb2629 |
completed | April 9, 2026, 9:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e5d3bdafb08190aadf5d63facfedaf |
completed | April 20, 2026, 7:20 a.m. |
| NEDg | Description generation | batch_69e5d7e46e248190aba139dc32185e2f |
completed | April 20, 2026, 7:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e5e192297c8190992578f734e63427 |
completed | April 20, 2026, 8:19 a.m. |
| PD | Predicate disambiguation | batch_69d7e7162b288190a0bfb89f7eb747c7 |
completed | April 9, 2026, 5:51 p.m. |
Created at: April 8, 2026, 9:35 p.m.