Triple

T8798712
Position Surface form Disambiguated ID Type / Status
Subject Chaoshan culture E209347 entity
Predicate subgroup P10 FINISHED
Object Swatow people
Swatow people are a Han Chinese subgroup from the Shantou (Swatow) region of eastern Guangdong, known for their distinct Chaoshan dialect, cuisine, and mercantile traditions.
E759813 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: Swatow people | Statement: [Chaoshan culture, subgroup, Swatow people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Swatow people
Context triple: [Chaoshan culture, subgroup, Swatow people]
  • A. Dawan people
    The Dawan people are an indigenous ethnic group of Timor, primarily inhabiting the western and central parts of the island in Indonesia’s East Nusa Tenggara province, with their own distinct language and cultural traditions.
  • B. Lauje people
    The Lauje people are an indigenous ethnic group of Central Sulawesi, Indonesia, known for their distinct Austronesian language and traditional agrarian, highland-based way of life.
  • C. Modang people
    The Modang people are an indigenous Dayak ethnic group of Borneo known for their distinct language, traditional longhouse communities, and rich ritual and artistic heritage.
  • D. Siwai people
    The Siwai people are an indigenous ethnic group of southern Bougainville in Papua New Guinea, known for their horticultural traditions, complex social exchange systems, and distinctive cultural practices.
  • E. Sehwi people
    The Sehwi people are an Akan ethnic group primarily inhabiting the Western North Region of Ghana, known for their distinct cultural traditions, festivals, and use of the Sehwi language.
  • 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: Swatow people
Triple: [Chaoshan culture, subgroup, Swatow people]
Generated description
Swatow people are a Han Chinese subgroup from the Shantou (Swatow) region of eastern Guangdong, known for their distinct Chaoshan dialect, cuisine, and mercantile traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Swatow people
Target entity description: Swatow people are a Han Chinese subgroup from the Shantou (Swatow) region of eastern Guangdong, known for their distinct Chaoshan dialect, cuisine, and mercantile traditions.
  • A. Dawan people
    The Dawan people are an indigenous ethnic group of Timor, primarily inhabiting the western and central parts of the island in Indonesia’s East Nusa Tenggara province, with their own distinct language and cultural traditions.
  • B. Lauje people
    The Lauje people are an indigenous ethnic group of Central Sulawesi, Indonesia, known for their distinct Austronesian language and traditional agrarian, highland-based way of life.
  • C. Modang people
    The Modang people are an indigenous Dayak ethnic group of Borneo known for their distinct language, traditional longhouse communities, and rich ritual and artistic heritage.
  • D. Siwai people
    The Siwai people are an indigenous ethnic group of southern Bougainville in Papua New Guinea, known for their horticultural traditions, complex social exchange systems, and distinctive cultural practices.
  • E. Sehwi people
    The Sehwi people are an Akan ethnic group primarily inhabiting the Western North Region of Ghana, known for their distinct cultural traditions, festivals, and use of the Sehwi language.
  • 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_69ca836240888190a62b262e56a69d2f completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5fa50dd081908fa5e4ffa70342e2 completed March 31, 2026, 11:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf6f658f248190957eba821b07cc4f completed April 3, 2026, 7:42 a.m.
NEDg Description generation batch_69cf713a184c8190b1fa788fd3ba8304 completed April 3, 2026, 7:50 a.m.
NED2 Entity disambiguation (via description) batch_69cf71d3517c819088c930ed468c4e8e completed April 3, 2026, 7:52 a.m.
Created at: March 30, 2026, 6:44 p.m.