Triple

T17571950
Position Surface form Disambiguated ID Type / Status
Subject Gwangmyeong E427958 entity
Predicate hasFacility P105 FINISHED
Object Gwangmyeong Lifelong Learning Center
Gwangmyeong Lifelong Learning Center is an educational institution in Gwangmyeong that provides residents with continuing education, community classes, and lifelong learning programs.
 E1281714 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: Gwangmyeong Lifelong Learning Center | Statement: [Gwangmyeong, hasFacility, Gwangmyeong Lifelong Learning Center]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gwangmyeong Lifelong Learning Center
Context triple: [Gwangmyeong, hasFacility, Gwangmyeong Lifelong Learning Center]
  • A. Gwangmyeong Senior Center
    Gwangmyeong Senior Center is a community welfare facility in Gwangmyeong that provides social, recreational, and support services for local elderly residents.
  • B. Gwangmyeong Community Center
    Gwangmyeong Community Center is a local public facility in Gwangmyeong, South Korea, that provides residents with community services, cultural programs, and gathering spaces.
  • C. Gwangmyeong Youth Center
    Gwangmyeong Youth Center is a community facility in Gwangmyeong dedicated to providing programs, activities, and support services for local young people.
  • D. Gwangmyeong Welfare Center
    Gwangmyeong Welfare Center is a community-based social service facility in Gwangmyeong, South Korea, providing welfare programs and support for local residents.
  • E. Gwangmyeong Women’s Center
    Gwangmyeong Women’s Center is a local community facility in Gwangmyeong dedicated to supporting women through services such as education, counseling, and empowerment programs.
  • 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: Gwangmyeong Lifelong Learning Center
Triple: [Gwangmyeong, hasFacility, Gwangmyeong Lifelong Learning Center]
Generated description
Gwangmyeong Lifelong Learning Center is an educational institution in Gwangmyeong that provides residents with continuing education, community classes, and lifelong learning programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gwangmyeong Lifelong Learning Center
Target entity description: Gwangmyeong Lifelong Learning Center is an educational institution in Gwangmyeong that provides residents with continuing education, community classes, and lifelong learning programs.
  • A. Gwangmyeong Senior Center
    Gwangmyeong Senior Center is a community welfare facility in Gwangmyeong that provides social, recreational, and support services for local elderly residents.
  • B. Gwangmyeong Community Center
    Gwangmyeong Community Center is a local public facility in Gwangmyeong, South Korea, that provides residents with community services, cultural programs, and gathering spaces.
  • C. Gwangmyeong Youth Center
    Gwangmyeong Youth Center is a community facility in Gwangmyeong dedicated to providing programs, activities, and support services for local young people.
  • D. Gwangmyeong Welfare Center
    Gwangmyeong Welfare Center is a community-based social service facility in Gwangmyeong, South Korea, providing welfare programs and support for local residents.
  • E. Gwangmyeong Women’s Center
    Gwangmyeong Women’s Center is a local community facility in Gwangmyeong dedicated to supporting women through services such as education, counseling, and empowerment programs.
  • 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_69d889e0385081908a04b66f4dd4bd0d completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e459324aa48190ae23fcae6e8919f8 completed April 19, 2026, 4:25 a.m.
NED1 Entity disambiguation (via context triple) batch_6a02231275ac8190be970f1adcc08266 completed May 11, 2026, 6:42 p.m.
NEDg Description generation batch_6a0223e6eee08190b3501e0641863825 completed May 11, 2026, 6:45 p.m.
NED2 Entity disambiguation (via description) batch_6a0224397a4c8190b35d15c1b0461a9e completed May 11, 2026, 6:47 p.m.
Created at: April 10, 2026, 5:50 a.m.