Triple

T12575574
Position Surface form Disambiguated ID Type / Status
Subject MBK Center E300195 entity
Predicate ownedBy P347 FINISHED
Object MBK Public Company Limited
MBK Public Company Limited is a Thai real estate and retail development company best known as the owner and operator of Bangkok’s large MBK Center shopping complex.
 E990545 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: MBK Public Company Limited | Statement: [MBK Center, ownedBy, MBK Public Company Limited]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MBK Public Company Limited
Context triple: [MBK Center, ownedBy, MBK Public Company Limited]
  • A. Keangnam Enterprises
    Keangnam Enterprises is a South Korean construction and real estate company known for developing large-scale high-rise and mixed-use projects domestically and abroad.
  • B. MBK
    MBK is the station code for Muswellbrook railway station in New South Wales, Australia.
  • C. Shinsegae Group
    Shinsegae Group is a major South Korean retail conglomerate best known for its department stores, supermarkets, and diverse consumer-focused businesses.
  • D. Lotte Group
    Lotte Group is a major South Korean-Japanese multinational conglomerate with diverse businesses spanning food, retail, tourism, chemicals, and entertainment.
  • E. SK Group
    SK Group is one of South Korea’s largest conglomerates, with diversified businesses spanning energy, telecommunications, semiconductors, and chemicals.
  • 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: MBK Public Company Limited
Triple: [MBK Center, ownedBy, MBK Public Company Limited]
Generated description
MBK Public Company Limited is a Thai real estate and retail development company best known as the owner and operator of Bangkok’s large MBK Center shopping complex.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MBK Public Company Limited
Target entity description: MBK Public Company Limited is a Thai real estate and retail development company best known as the owner and operator of Bangkok’s large MBK Center shopping complex.
  • A. Keangnam Enterprises
    Keangnam Enterprises is a South Korean construction and real estate company known for developing large-scale high-rise and mixed-use projects domestically and abroad.
  • B. MBK
    MBK is the station code for Muswellbrook railway station in New South Wales, Australia.
  • C. Shinsegae Group
    Shinsegae Group is a major South Korean retail conglomerate best known for its department stores, supermarkets, and diverse consumer-focused businesses.
  • D. Lotte Group
    Lotte Group is a major South Korean-Japanese multinational conglomerate with diverse businesses spanning food, retail, tourism, chemicals, and entertainment.
  • E. SK Group
    SK Group is one of South Korea’s largest conglomerates, with diversified businesses spanning energy, telecommunications, semiconductors, and chemicals.
  • 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_69f65597dc70819089ddc1794e9bd1b7 completed May 2, 2026, 7:50 p.m.
NEDg Description generation batch_69f656f812bc8190a2a691285fc30e03 completed May 2, 2026, 7:56 p.m.
NED2 Entity disambiguation (via description) batch_69f657ea0c6c8190992a0101904e92f2 completed May 2, 2026, 8 p.m.
Created at: April 9, 2026, 4:46 p.m.