Triple

T1351682
Position Surface form Disambiguated ID Type / Status
Subject Ulsan E28895 entity
Predicate hasRevisedRomanization P23170 FINISHED
Object Ulsan-gwangyeoksi
Ulsan-gwangyeoksi is a metropolitan city in southeastern South Korea known as a major industrial and shipping center, particularly for automobile and shipbuilding industries.
E155125 NE FINISHED

How this triple was built (5 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: Ulsan-gwangyeoksi | Statement: [Ulsan, hasRevisedRomanization, Ulsan-gwangyeoksi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ulsan-gwangyeoksi
Context triple: [Ulsan, hasRevisedRomanization, Ulsan-gwangyeoksi]
  • A. Incheon Gwangyeoksi
    Incheon Gwangyeoksi is a major metropolitan city in northwestern South Korea, known for its international airport, large seaport, and role as a key gateway to Seoul and the wider region.
  • B. Daegu Gwangyeoksi
    Daegu Gwangyeoksi is a major metropolitan city in southeastern South Korea known for its role as an economic, cultural, and transportation hub of the region.
  • C. Joseongeul
    Joseongeul is the native Korean alphabetic writing system, more commonly known today as Hangul.
  • D. Gapcheon
    Gapcheon is a major river flowing through the city of Daejeon in South Korea, serving as a central natural and recreational landmark.
  • E. Deoksugung
    Deoksugung is a historic royal palace complex in central Seoul known for its blend of traditional Korean and Western-style architecture and its stone-wall road.
  • 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: Ulsan-gwangyeoksi
Triple: [Ulsan, hasRevisedRomanization, Ulsan-gwangyeoksi]
Generated description
Ulsan-gwangyeoksi is a metropolitan city in southeastern South Korea known as a major industrial and shipping center, particularly for automobile and shipbuilding industries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ulsan-gwangyeoksi
Target entity description: Ulsan-gwangyeoksi is a metropolitan city in southeastern South Korea known as a major industrial and shipping center, particularly for automobile and shipbuilding industries.
  • A. Incheon Gwangyeoksi
    Incheon Gwangyeoksi is a major metropolitan city in northwestern South Korea, known for its international airport, large seaport, and role as a key gateway to Seoul and the wider region.
  • B. Daegu Gwangyeoksi
    Daegu Gwangyeoksi is a major metropolitan city in southeastern South Korea known for its role as an economic, cultural, and transportation hub of the region.
  • C. Joseongeul
    Joseongeul is the native Korean alphabetic writing system, more commonly known today as Hangul.
  • D. Gapcheon
    Gapcheon is a major river flowing through the city of Daejeon in South Korea, serving as a central natural and recreational landmark.
  • E. Deoksugung
    Deoksugung is a historic royal palace complex in central Seoul known for its blend of traditional Korean and Western-style architecture and its stone-wall road.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasRevisedRomanization
Context triple: [Ulsan, hasRevisedRomanization, Ulsan-gwangyeoksi]
  • A. hasRomanizationOf
    Indicates that one entity is a romanized representation (written in the Latin alphabet) of the other entity’s original script form.
  • B. hasRomanizationStandard chosen
    Indicates that an entity’s romanized form follows a specified romanization standard or system.
  • C. hasRomanizationContrast
    Indicates that there is a meaningful difference between two or more romanized representations of the same original form.
  • D. hasOrthographicReform
    Indicates that an entity has undergone or is associated with a change or standardization in its writing system or spelling conventions.
  • E. hasStandardOrthographySince
    Indicates that a language or writing system has used a particular standardized orthography starting from a specified point in time.
  • F. None of above.

Provenance (6 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_69a498571d248190a0ac9eb02d97097f completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c26b1b4881908ae4b1b2c9b268a0 completed March 1, 2026, 10:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69acce6a1dd48190b17ac5a7cf3ab933 completed March 8, 2026, 1:18 a.m.
NEDg Description generation batch_69acceac84748190bbf9dd9c9ba5561f completed March 8, 2026, 1:19 a.m.
NED2 Entity disambiguation (via description) batch_69accf1778b081908936977cd9317774 completed March 8, 2026, 1:21 a.m.
PD Predicate disambiguation batch_69a4bef5857c81909ae984feb85a26ca completed March 1, 2026, 10:34 p.m.
Created at: March 1, 2026, 7:56 p.m.