Triple

T6550054
Position Surface form Disambiguated ID Type / Status
Subject Phang Nga Bay E151106 entity
Predicate touristAccessPoint P17407 FINISHED
Object Phang Nga town
Phang Nga town is a small provincial capital in southern Thailand that serves as the main gateway to the scenic limestone cliffs and islands of Phang Nga Bay.
E187336 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: Phang Nga town | Statement: [Phang Nga Bay, touristAccessPoint, Phang Nga town]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Phang Nga town
Context triple: [Phang Nga Bay, touristAccessPoint, Phang Nga town]
  • 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. Krabi
    Krabi is a coastal province in southern Thailand renowned for its dramatic limestone cliffs, clear turquoise waters, and island-hopping beaches like Railay and the Phi Phi Islands.
  • C. Wat Chalong
    Wat Chalong is one of Phuket’s most important and revered Buddhist temples, known for its ornate architecture and role as a major spiritual and cultural landmark on the island.
  • D. Phang Nga
    Phang Nga is a coastal province in southern Thailand known for its dramatic limestone karst islands, marine national parks, and popular tourist destinations such as Phang Nga Bay and the Similan Islands.
  • E. Phang Nga Bay
    Phang Nga Bay is a scenic coastal area in southern Thailand famous for its towering limestone karsts, emerald-green waters, and island-studded seascapes.
  • 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: Phang Nga town
Triple: [Phang Nga Bay, touristAccessPoint, Phang Nga town]
Generated description
Phang Nga town is a small provincial capital in southern Thailand that serves as the main gateway to the scenic limestone cliffs and islands of Phang Nga Bay.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Phang Nga town
Target entity description: Phang Nga town is a small provincial capital in southern Thailand that serves as the main gateway to the scenic limestone cliffs and islands of Phang Nga Bay.
  • 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. Krabi
    Krabi is a coastal province in southern Thailand renowned for its dramatic limestone cliffs, clear turquoise waters, and island-hopping beaches like Railay and the Phi Phi Islands.
  • C. Wat Chalong
    Wat Chalong is one of Phuket’s most important and revered Buddhist temples, known for its ornate architecture and role as a major spiritual and cultural landmark on the island.
  • D. Phang Nga chosen
    Phang Nga is a coastal province in southern Thailand known for its dramatic limestone karst islands, marine national parks, and popular tourist destinations such as Phang Nga Bay and the Similan Islands.
  • E. Phang Nga Bay
    Phang Nga Bay is a scenic coastal area in southern Thailand famous for its towering limestone karsts, emerald-green waters, and island-studded seascapes.
  • F. None of above.

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_69c687f3fd60819083bfa583e5bcfa71 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6ae04affc8190826ee033849f2d42 completed March 27, 2026, 4:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d55113408190b96baf2747f36e3c completed March 27, 2026, 7:06 p.m.
NEDg Description generation batch_69c6d82753288190bb8cd18254feee2d completed March 27, 2026, 7:19 p.m.
NED2 Entity disambiguation (via description) batch_69c6d92bc2508190b0e1eaf8b46c958e completed March 27, 2026, 7:23 p.m.
Created at: March 27, 2026, 1:51 p.m.