Triple

T12575500
Position Surface form Disambiguated ID Type / Status
Subject Siam Paragon E300194 entity
Predicate developer P73 FINISHED
Object Siam Piwat
Siam Piwat is a leading Thai retail and real estate company best known for developing and operating major luxury shopping complexes in Bangkok.
E1005348 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: Siam Piwat | Statement: [Siam Paragon, developer, Siam Piwat]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Siam Piwat
Context triple: [Siam Paragon, developer, Siam Piwat]
  • A. Siam Paragon
    Siam Paragon is a major luxury shopping mall and entertainment complex in central Bangkok, Thailand, featuring high-end retail, dining, a cinema, and an aquarium.
  • B. Siam Square
    Siam Square is a bustling commercial and entertainment district in central Bangkok known for its shopping, dining, and youth-oriented culture.
  • C. Silom business district
    Silom business district is a major commercial and financial hub in central Bangkok, known for its office towers, banks, hotels, and vibrant nightlife.
  • D. Chatuchak District
    Chatuchak District is a major area in northern Bangkok, Thailand, known for its vast public park, transport hubs, and the famous Chatuchak Weekend Market.
  • E. Silom Complex
    Silom Complex is a popular multi-story shopping mall in Bangkok’s Silom district, featuring retail stores, restaurants, and entertainment venues.
  • 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: Siam Piwat
Triple: [Siam Paragon, developer, Siam Piwat]
Generated description
Siam Piwat is a leading Thai retail and real estate company best known for developing and operating major luxury shopping complexes in Bangkok.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Siam Piwat
Target entity description: Siam Piwat is a leading Thai retail and real estate company best known for developing and operating major luxury shopping complexes in Bangkok.
  • A. Siam Paragon
    Siam Paragon is a major luxury shopping mall and entertainment complex in central Bangkok, Thailand, featuring high-end retail, dining, a cinema, and an aquarium.
  • B. Siam Square
    Siam Square is a bustling commercial and entertainment district in central Bangkok known for its shopping, dining, and youth-oriented culture.
  • C. Silom business district
    Silom business district is a major commercial and financial hub in central Bangkok, known for its office towers, banks, hotels, and vibrant nightlife.
  • D. Chatuchak District
    Chatuchak District is a major area in northern Bangkok, Thailand, known for its vast public park, transport hubs, and the famous Chatuchak Weekend Market.
  • E. Silom Complex
    Silom Complex is a popular multi-story shopping mall in Bangkok’s Silom district, featuring retail stores, restaurants, and entertainment venues.
  • 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_69d7bde87b648190bcd0266e9efde098 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d954a629fc8190a1c3b6777aad4527 completed April 10, 2026, 7:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f68ea78dcc819091773d900ad44be6 completed May 2, 2026, 11:54 p.m.
NEDg Description generation batch_69f6902f138c8190a94a01c1fbb30b57 completed May 3, 2026, midnight
NED2 Entity disambiguation (via description) batch_69f69138b40881909e9c74d6d922e1f3 completed May 3, 2026, 12:05 a.m.
Created at: April 9, 2026, 4:46 p.m.