Triple

T21658257
Position Surface form Disambiguated ID Type / Status
Subject Hwang River E534524 entity
Predicate nameWrittenInHangul P77948 FINISHED
Object 황강
황강은 대한민국 경상남도와 경상북도 일대를 흐르며 낙동강으로 합류하는 하천이다.
E1496057 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: 황강 | Statement: [Hwang River, nameWrittenInHangul, 황강]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 황강
Context triple: [Hwang River, nameWrittenInHangul, 황강]
  • A. Nam-gu
    Nam-gu is a central urban district of Daegu in South Korea, known for its residential neighborhoods, commercial areas, and educational institutions.
  • B. Nam-gu
    Nam-gu is a central administrative district of the metropolitan city of Ulsan in South Korea, known for its residential areas, commercial centers, and proximity to major industrial complexes.
  • C. Nam-gu
    Nam-gu is a coastal district in the southeastern South Korean city of Busan, known for its residential areas, universities, and seaside parks.
  • D. Nam-gu
    Nam-gu is an administrative district (gu) of the coastal city of Pohang in North Gyeongsang Province, South Korea.
  • E. Hwanggujicheon
    Hwanggujicheon is a stream in Osan, South Korea, that serves as a local waterway and natural feature of the city’s landscape.
  • 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: 황강
Triple: [Hwang River, nameWrittenInHangul, 황강]
Generated description
황강은 대한민국 경상남도와 경상북도 일대를 흐르며 낙동강으로 합류하는 하천이다.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 황강
Target entity description: 황강은 대한민국 경상남도와 경상북도 일대를 흐르며 낙동강으로 합류하는 하천이다.
  • A. Nam-gu
    Nam-gu is a central administrative district of the metropolitan city of Ulsan in South Korea, known for its residential areas, commercial centers, and proximity to major industrial complexes.
  • B. Nam-gu
    Nam-gu is a central urban district of Daegu in South Korea, known for its residential neighborhoods, commercial areas, and educational institutions.
  • C. Nam-gu
    Nam-gu is a coastal district in the southeastern South Korean city of Busan, known for its residential areas, universities, and seaside parks.
  • D. Nam-gu
    Nam-gu is an administrative district (gu) of the coastal city of Pohang in North Gyeongsang Province, South Korea.
  • E. Hwanggujicheon
    Hwanggujicheon is a stream in Osan, South Korea, that serves as a local waterway and natural feature of the city’s landscape.
  • 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_69e0c467e1f48190af2650b19175abc4 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef6c05a8d881909f747635bdb4ef09 completed April 27, 2026, 2 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a159a54708190ab9477dbcf1bfb2a completed May 17, 2026, 7:23 p.m.
NEDg Description generation batch_6a0a17c8879881909f810d965ef41061 completed May 17, 2026, 7:32 p.m.
NED2 Entity disambiguation (via description) batch_6a0a1855a75c8190bd810d94637df913 completed May 17, 2026, 7:34 p.m.
Created at: April 16, 2026, 6:36 p.m.