Triple

T7559730
Position Surface form Disambiguated ID Type / Status
Subject Eastern Seaboard of Thailand E178763 entity
Predicate containsProvince P11085 FINISHED
Object Rayong Province
Rayong Province is a coastal region in eastern Thailand known for its industrial hubs, seafood, and popular beach destinations such as Ko Samet.
E673615 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: Rayong Province | Statement: [Eastern Seaboard of Thailand, containsProvince, Rayong Province]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rayong Province
Context triple: [Eastern Seaboard of Thailand, containsProvince, Rayong Province]
  • A. Samut Prakan Province
    Samut Prakan Province is a coastal province in central Thailand, just south of Bangkok, known for its industrial zones, seaside communities, and cultural attractions such as the Ancient City and Erawan Museum.
  • B. Nonthaburi Province
    Nonthaburi Province is a central Thai province just north of Bangkok, known for its dense urban areas, historic temples, and role as part of the greater Bangkok metropolitan region.
  • C. 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.
  • D. 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.
  • E. Suphan Buri Province
    Suphan Buri Province is a central Thai province known for its fertile rice-growing plains, historical significance dating back to ancient kingdoms, and proximity to major waterways and the Chao Phraya 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: Rayong Province
Triple: [Eastern Seaboard of Thailand, containsProvince, Rayong Province]
Generated description
Rayong Province is a coastal region in eastern Thailand known for its industrial hubs, seafood, and popular beach destinations such as Ko Samet.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rayong Province
Target entity description: Rayong Province is a coastal region in eastern Thailand known for its industrial hubs, seafood, and popular beach destinations such as Ko Samet.
  • A. Samut Prakan Province
    Samut Prakan Province is a coastal province in central Thailand, just south of Bangkok, known for its industrial zones, seaside communities, and cultural attractions such as the Ancient City and Erawan Museum.
  • B. Nonthaburi Province
    Nonthaburi Province is a central Thai province just north of Bangkok, known for its dense urban areas, historic temples, and role as part of the greater Bangkok metropolitan region.
  • C. 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.
  • D. 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.
  • E. Suphan Buri Province
    Suphan Buri Province is a central Thai province known for its fertile rice-growing plains, historical significance dating back to ancient kingdoms, and proximity to major waterways and the Chao Phraya 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_69c69f2da22c8190a50942ac20af70e8 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f8dd96488190b4cca25ae8f7f95c completed March 27, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69c856cc869081909555ae03dec52288 completed March 28, 2026, 10:31 p.m.
NEDg Description generation batch_69c85765d1f48190b171ff87a15c5b74 completed March 28, 2026, 10:34 p.m.
NED2 Entity disambiguation (via description) batch_69c8580963748190b81bd7437259da28 completed March 28, 2026, 10:36 p.m.
Created at: March 27, 2026, 3:50 p.m.