Triple

T22180976
Position Surface form Disambiguated ID Type / Status
Subject Changwon E548165 entity
Predicate hasDistrict P459 FINISHED
Object Masanhappo-gu
Masanhappo-gu is an administrative district of the city of Changwon in South Gyeongsang Province, South Korea, encompassing parts of the former city of Masan.
E1524875 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: Masanhappo-gu | Statement: [Changwon, hasDistrict, Masanhappo-gu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Masanhappo-gu
Context triple: [Changwon, hasDistrict, Masanhappo-gu]
  • A. Suji-gu
    Suji-gu is an urban district in the city of Yongin, South Korea, known for its residential developments, educational institutions, and proximity to Seoul.
  • B. Seo District
    Seo District is a western coastal district of Incheon, South Korea, known for its industrial complexes, port facilities, and growing residential areas.
  • C. Seo District
    Seo District is a central administrative and commercial district of Daegu, South Korea, known for its urban neighborhoods and transportation hubs.
  • D. Chuo-ku
    Chuo-ku is a central ward of Kobe in Hyogo Prefecture, Japan, known for its commercial districts, government offices, and urban waterfront areas.
  • E. Minbu District
    Minbu District is an administrative district in central Myanmar, located within the Magway Region and known for its predominantly rural economy and agricultural activities.
  • 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: Masanhappo-gu
Triple: [Changwon, hasDistrict, Masanhappo-gu]
Generated description
Masanhappo-gu is an administrative district of the city of Changwon in South Gyeongsang Province, South Korea, encompassing parts of the former city of Masan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Masanhappo-gu
Target entity description: Masanhappo-gu is an administrative district of the city of Changwon in South Gyeongsang Province, South Korea, encompassing parts of the former city of Masan.
  • A. Suji-gu
    Suji-gu is an urban district in the city of Yongin, South Korea, known for its residential developments, educational institutions, and proximity to Seoul.
  • B. Seo District
    Seo District is a western coastal district of Incheon, South Korea, known for its industrial complexes, port facilities, and growing residential areas.
  • C. Seo District
    Seo District is a central administrative and commercial district of Daegu, South Korea, known for its urban neighborhoods and transportation hubs.
  • D. Chuo-ku
    Chuo-ku is a central ward of Kobe in Hyogo Prefecture, Japan, known for its commercial districts, government offices, and urban waterfront areas.
  • E. Minbu District
    Minbu District is an administrative district in central Myanmar, located within the Magway Region and known for its predominantly rural economy and agricultural activities.
  • 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_69e11e3d53f88190a2b690e3f25bb062 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f12aa4d4ac8190922b919c15623963 completed April 28, 2026, 9:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0aa608399c8190ad0832d7374a358f completed May 18, 2026, 5:39 a.m.
NEDg Description generation batch_6a0aa6b04798819088ab3ed8c3fe53af completed May 18, 2026, 5:42 a.m.
NED2 Entity disambiguation (via description) batch_6a0aa72467d4819093f84573de7c8da2 completed May 18, 2026, 5:44 a.m.
Created at: April 16, 2026, 8:35 p.m.