Triple

T19701496
Position Surface form Disambiguated ID Type / Status
Subject North Hwanghae Province E473107 entity
Predicate borders P224 FINISHED
Object South Hwanghae Province
South Hwanghae Province is a coastal administrative region in southwestern North Korea known for its agricultural production and location along the Yellow Sea.
E555509 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: South Hwanghae Province | Statement: [North Hwanghae Province, borders, South Hwanghae Province]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: South Hwanghae Province
Context triple: [North Hwanghae Province, borders, South Hwanghae Province]
  • A. North Hwanghae Province
    North Hwanghae Province is a region in southern North Korea bordering the Demilitarized Zone and encompassing part of the highly sensitive Joint Security Area at Panmunjom.
  • B. Ryanggang Province
    Ryanggang Province is a mountainous administrative region in northern North Korea that includes part of the Korean Peninsula’s highest and most sacred peak, Paektu Mountain.
  • C. Hwanghae Province
    Hwanghae Province was a historical province of Korea, now divided between North and South Hwanghae in North Korea, located along the Yellow Sea in the western part of the Korean Peninsula.
  • D. South Hamgyong Province
    South Hamgyong Province is a coastal administrative region in eastern North Korea known for its industrial cities, including the major port and industrial center of Hungnam.
  • E. Kangwon Province
    Kangwon Province is an administrative region of North Korea along the country's eastern coast, known for its coastal cities and strategic maritime location.
  • 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: South Hwanghae Province
Triple: [North Hwanghae Province, borders, South Hwanghae Province]
Generated description
South Hwanghae Province is a coastal administrative region in southwestern North Korea known for its agricultural production and location along the Yellow Sea.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: South Hwanghae Province
Target entity description: South Hwanghae Province is a coastal administrative region in southwestern North Korea known for its agricultural production and location along the Yellow Sea.
  • A. North Hwanghae Province
    North Hwanghae Province is a region in southern North Korea bordering the Demilitarized Zone and encompassing part of the highly sensitive Joint Security Area at Panmunjom.
  • B. Ryanggang Province
    Ryanggang Province is a mountainous administrative region in northern North Korea that includes part of the Korean Peninsula’s highest and most sacred peak, Paektu Mountain.
  • C. Hwanghae Province chosen
    Hwanghae Province was a historical province of Korea, now divided between North and South Hwanghae in North Korea, located along the Yellow Sea in the western part of the Korean Peninsula.
  • D. South Hamgyong Province
    South Hamgyong Province is a coastal administrative region in eastern North Korea known for its industrial cities, including the major port and industrial center of Hungnam.
  • E. Kangwon Province
    Kangwon Province is an administrative region of North Korea along the country's eastern coast, known for its coastal cities and strategic maritime location.
  • F. None of above.

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_69d8e515bef88190bc30781aea50537a completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e642b667908190841bb5fb7bfdb3f7 completed April 20, 2026, 3:13 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07bd58e3548190a9bd00e9ca369108 completed May 16, 2026, 12:42 a.m.
NEDg Description generation batch_6a07be323d8c819091566255921e4d4d completed May 16, 2026, 12:45 a.m.
NED2 Entity disambiguation (via description) batch_6a07bef941a08190bd4b1958afe199fa completed May 16, 2026, 12:48 a.m.
Created at: April 10, 2026, 1:46 p.m.