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.