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.