Triple

T12898193
Position Surface form Disambiguated ID Type / Status
Subject Pathum Thani Province E308547 entity
Predicate hasUniversity P113 FINISHED
Object Pathumthani University
Pathumthani University is a higher education institution located in Pathum Thani Province, Thailand, offering a range of undergraduate and graduate programs.
 E1041896 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: Pathumthani University | Statement: [Pathum Thani Province, hasUniversity, Pathumthani University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pathumthani University
Context triple: [Pathum Thani Province, hasUniversity, Pathumthani University]
  • A. Silpakorn University
    Silpakorn University is a renowned public university in Thailand, especially noted for its strong programs in fine arts and design.
  • B. Thammasat University
    Thammasat University is one of Thailand’s oldest and most prestigious public universities, renowned for its strong emphasis on social sciences, law, and political activism.
  • C. Sukhothai Thammathirat Open University
    Sukhothai Thammathirat Open University is a Thai public open university specializing in distance education for students across the country.
  • D. Suranaree University of Technology
    Suranaree University of Technology is a public research university in Nakhon Ratchasima, Thailand, known for its strong emphasis on science, engineering, and technology education.
  • E. Chiang Mai University
    Chiang Mai University is a leading public research university in northern Thailand known for its comprehensive academic programs and strong emphasis on regional development and culture.
  • 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: Pathumthani University
Triple: [Pathum Thani Province, hasUniversity, Pathumthani University]
Generated description
Pathumthani University is a higher education institution located in Pathum Thani Province, Thailand, offering a range of undergraduate and graduate programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pathumthani University
Target entity description: Pathumthani University is a higher education institution located in Pathum Thani Province, Thailand, offering a range of undergraduate and graduate programs.
  • A. Silpakorn University
    Silpakorn University is a renowned public university in Thailand, especially noted for its strong programs in fine arts and design.
  • B. Thammasat University
    Thammasat University is one of Thailand’s oldest and most prestigious public universities, renowned for its strong emphasis on social sciences, law, and political activism.
  • C. Sukhothai Thammathirat Open University
    Sukhothai Thammathirat Open University is a Thai public open university specializing in distance education for students across the country.
  • D. Suranaree University of Technology
    Suranaree University of Technology is a public research university in Nakhon Ratchasima, Thailand, known for its strong emphasis on science, engineering, and technology education.
  • E. Chiang Mai University
    Chiang Mai University is a leading public research university in northern Thailand known for its comprehensive academic programs and strong emphasis on regional development and culture.
  • 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_69d7bdf7c1f0819098102569a8d8cbf5 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d9717f3fc48190b61c8f6f36cd0725 completed April 10, 2026, 9:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7460999c081908c8d84caf6c04985 completed May 3, 2026, 12:56 p.m.
NEDg Description generation batch_69f74ab0b064819095ed05984f5e3d99 completed May 3, 2026, 1:16 p.m.
NED2 Entity disambiguation (via description) batch_69f74b39fd88819099d48598316d5a97 completed May 3, 2026, 1:18 p.m.
Created at: April 9, 2026, 5:40 p.m.