Triple

T1598073
Position Surface form Disambiguated ID Type / Status
Subject Krabi E34328 entity
Predicate administrativeRegionOf P8215 FINISHED
Object Krabi Province
Krabi Province is a coastal region in southern Thailand known for its dramatic limestone cliffs, clear turquoise waters, and popular beach destinations such as Ao Nang and the Phi Phi Islands.
E197345 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: Krabi Province | Statement: [Krabi, administrativeRegionOf, Krabi Province]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Krabi Province
Context triple: [Krabi, administrativeRegionOf, Krabi Province]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Phatthalung province
    Phatthalung province is a largely rural, mountainous province in southern Thailand known for its wetlands, traditional shadow-puppet theatre (Nang Talung), and rich cultural heritage.
  • E. 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.
  • 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: Krabi Province
Triple: [Krabi, administrativeRegionOf, Krabi Province]
Generated description
Krabi Province is a coastal region in southern Thailand known for its dramatic limestone cliffs, clear turquoise waters, and popular beach destinations such as Ao Nang and the Phi Phi Islands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Krabi Province
Target entity description: Krabi Province is a coastal region in southern Thailand known for its dramatic limestone cliffs, clear turquoise waters, and popular beach destinations such as Ao Nang and the Phi Phi Islands.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Phatthalung province
    Phatthalung province is a largely rural, mountainous province in southern Thailand known for its wetlands, traditional shadow-puppet theatre (Nang Talung), and rich cultural heritage.
  • E. 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.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: administrativeRegionOf
Context triple: [Krabi, administrativeRegionOf, Krabi Province]
  • A. hasAdministrativeArea chosen
    Indicates that one entity serves as the governing or jurisdictional area responsible for administering another entity.
  • B. wasAdministrativeRegionFrom
    Indicates that an entity served as an administrative region of another entity starting from a specified point in time.
  • C. arealRegion
    Indicates that something occupies or pertains to a specific two-dimensional geographic or spatial area.
  • D. regionallyAssociatedWith
    Indicates that two entities are connected or related based on sharing the same or overlapping geographic or regional context.
  • E. hasAdministrativeCenter
    Indicates that an administrative unit (such as a region, district, or municipality) has a specific place designated as its main governing or administrative center.
  • 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_69a885fdcb9c819081ce6f0b8cd477dd completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a916d413f08190a4e137e5ed262e25 completed March 5, 2026, 5:38 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada0c3111081909bb8e503e77351cf completed March 8, 2026, 4:16 p.m.
NEDg Description generation batch_69ada4da6a988190847452139e1c210d completed March 8, 2026, 4:33 p.m.
NED2 Entity disambiguation (via description) batch_69ada55d96b88190a4a5c6973d69592d completed March 8, 2026, 4:35 p.m.
PD Predicate disambiguation batch_69a907bfb39c8190a31e0be14d3d52e6 completed March 5, 2026, 4:34 a.m.
Created at: March 4, 2026, 7:27 p.m.