Triple

T8599991
Position Surface form Disambiguated ID Type / Status
Subject Ko Chang E203649 entity
Predicate partOf P40 FINISHED
Object Ko Chang District
Ko Chang District is an administrative district (amphoe) of Trat Province in eastern Thailand, encompassing the popular island of Ko Chang and surrounding islets.
E783113 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: Ko Chang District | Statement: [Ko Chang, partOf, Ko Chang District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ko Chang District
Context triple: [Ko Chang, partOf, Ko Chang District]
  • A. Sanchong District
    Sanchong District is a densely populated urban district in New Taipei City, Taiwan, situated across the river from central Taipei and known for its residential neighborhoods and commercial activity.
  • B. Jung District
    Jung District is a central administrative and commercial district of Busan, South Korea, known for its historic markets, port-side location, and dense urban landscape.
  • C. Jung District
    Jung District is a central coastal district of Incheon, South Korea, known for encompassing Incheon International Airport and parts of the city’s historic port area.
  • D. Koléa District
    Koléa District is an administrative district in northern Algeria, situated within Tipaza Province along the Mediterranean coast.
  • E. Yeongdo District
    Yeongdo District is a coastal district of Busan, South Korea, known for its island setting, shipbuilding industry, and scenic views of the city and harbor.
  • 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: Ko Chang District
Triple: [Ko Chang, partOf, Ko Chang District]
Generated description
Ko Chang District is an administrative district (amphoe) of Trat Province in eastern Thailand, encompassing the popular island of Ko Chang and surrounding islets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ko Chang District
Target entity description: Ko Chang District is an administrative district (amphoe) of Trat Province in eastern Thailand, encompassing the popular island of Ko Chang and surrounding islets.
  • A. Sanchong District
    Sanchong District is a densely populated urban district in New Taipei City, Taiwan, situated across the river from central Taipei and known for its residential neighborhoods and commercial activity.
  • B. Jung District
    Jung District is a central administrative and commercial district of Busan, South Korea, known for its historic markets, port-side location, and dense urban landscape.
  • C. Jung District
    Jung District is a central coastal district of Incheon, South Korea, known for encompassing Incheon International Airport and parts of the city’s historic port area.
  • D. Koléa District
    Koléa District is an administrative district in northern Algeria, situated within Tipaza Province along the Mediterranean coast.
  • E. Yeongdo District
    Yeongdo District is a coastal district of Busan, South Korea, known for its island setting, shipbuilding industry, and scenic views of the city and harbor.
  • 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_69ca832b56948190ba751cec255308f1 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cc46d7c184819083236c75f9ccc9cf completed March 31, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69d05bdc87fc8190a5ae0883742cb08c completed April 4, 2026, 12:31 a.m.
NEDg Description generation batch_69d05d1f6e7c819091b60df086183556 completed April 4, 2026, 12:36 a.m.
NED2 Entity disambiguation (via description) batch_69d05d7827e481909c1614948a4b6c3b completed April 4, 2026, 12:38 a.m.
Created at: March 30, 2026, 6:24 p.m.