Triple

T1333220
Position Surface form Disambiguated ID Type / Status
Subject Southern Thailand E28689 entity
Predicate hasProvince P285 FINISHED
Object Chumphon province
Chumphon province is a coastal region in southern Thailand known as a gateway to the Gulf of Thailand and nearby islands, featuring long beaches, fishing communities, and rich marine life.
E177403 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: Chumphon province | Statement: [Southern Thailand, hasProvince, Chumphon province]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chumphon province
Context triple: [Southern Thailand, hasProvince, Chumphon province]
  • A. Surat Thani
    Surat Thani is a major city in southern Thailand that serves as a key transport and commercial hub and gateway to popular Gulf of Thailand islands like Ko Samui.
  • B. Pattani
    Pattani is a historic coastal city in Thailand known for its Malay-Muslim cultural heritage and role as a regional trading and fishing center.
  • C. Phang Nga province
    Phang Nga province is a coastal region in southern Thailand known for its dramatic limestone karst islands, marine national parks, and scenic Phang Nga Bay.
  • D. Nakhon Si Thammarat
    Nakhon Si Thammarat is a historic coastal city in southern Thailand known for its ancient temples, particularly Wat Phra Mahathat, and its role as a regional cultural and economic center.
  • E. Narathiwat
    Narathiwat is a predominantly Malay-Muslim provincial capital in Thailand’s deep south, known for its coastal location near the Malaysian border and its role in the region’s cultural and political dynamics.
  • 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: Chumphon province
Triple: [Southern Thailand, hasProvince, Chumphon province]
Generated description
Chumphon province is a coastal region in southern Thailand known as a gateway to the Gulf of Thailand and nearby islands, featuring long beaches, fishing communities, and rich marine life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chumphon province
Target entity description: Chumphon province is a coastal region in southern Thailand known as a gateway to the Gulf of Thailand and nearby islands, featuring long beaches, fishing communities, and rich marine life.
  • A. Surat Thani
    Surat Thani is a major city in southern Thailand that serves as a key transport and commercial hub and gateway to popular Gulf of Thailand islands like Ko Samui.
  • B. Pattani
    Pattani is a historic coastal city in Thailand known for its Malay-Muslim cultural heritage and role as a regional trading and fishing center.
  • C. Phang Nga province
    Phang Nga province is a coastal region in southern Thailand known for its dramatic limestone karst islands, marine national parks, and scenic Phang Nga Bay.
  • D. Nakhon Si Thammarat
    Nakhon Si Thammarat is a historic coastal city in southern Thailand known for its ancient temples, particularly Wat Phra Mahathat, and its role as a regional cultural and economic center.
  • E. Narathiwat
    Narathiwat is a predominantly Malay-Muslim provincial capital in Thailand’s deep south, known for its coastal location near the Malaysian border and its role in the region’s cultural and political dynamics.
  • 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_69a498561a508190a3e1bc137c2b866a completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c1e98900819092c54c0fb58b958a completed March 1, 2026, 10:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad36f900848190bb00cd7ad8eada60 completed March 8, 2026, 8:44 a.m.
NEDg Description generation batch_69ad38706fcc81909e42a6a713605237 completed March 8, 2026, 8:50 a.m.
NED2 Entity disambiguation (via description) batch_69ad38c50fd8819087cce60b83017766 completed March 8, 2026, 8:52 a.m.
Created at: March 1, 2026, 7:55 p.m.