Triple

T2054462
Position Surface form Disambiguated ID Type / Status
Subject Hokkien language E45641 entity
Predicate usedByEthnicGroup P4709 FINISHED
Object Hoklo people
The Hoklo people are a Han Chinese subgroup originating mainly from southern Fujian, known for their widespread diaspora across Southeast Asia and their distinct cultural traditions, cuisine, and language.
E228717 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: Hoklo people | Statement: [Hokkien language, usedByEthnicGroup, Hoklo people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hoklo people
Context triple: [Hokkien language, usedByEthnicGroup, Hoklo people]
  • A. Teochew people
    The Teochew people are a Han Chinese subgroup from the Chaoshan region of eastern Guangdong, known for their distinct Teochew dialect, cuisine, and diaspora communities across Southeast Asia and beyond.
  • B. Hakka people
    The Hakka people are a Han Chinese subgroup known for their distinct language, migratory history, and rich cultural traditions spread across southern China and the global Chinese diaspora.
  • C. Hui people
    The Hui people are a predominantly Muslim ethnic group in China known for their integration of Islamic faith with Han Chinese language and cultural practices.
  • D. Luo people
    The Luo people are a Nilotic ethnic group of East Africa, primarily found in western Kenya and northern Tanzania, known for their rich oral traditions, fishing culture, and significant influence in regional politics and society.
  • E. Shan people
    The Shan people are a Tai ethnic group primarily inhabiting Myanmar’s Shan State, known for their distinct language, Theravada Buddhist traditions, and historical Shan principalities.
  • 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: Hoklo people
Triple: [Hokkien language, usedByEthnicGroup, Hoklo people]
Generated description
The Hoklo people are a Han Chinese subgroup originating mainly from southern Fujian, known for their widespread diaspora across Southeast Asia and their distinct cultural traditions, cuisine, and language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hoklo people
Target entity description: The Hoklo people are a Han Chinese subgroup originating mainly from southern Fujian, known for their widespread diaspora across Southeast Asia and their distinct cultural traditions, cuisine, and language.
  • A. Teochew people
    The Teochew people are a Han Chinese subgroup from the Chaoshan region of eastern Guangdong, known for their distinct Teochew dialect, cuisine, and diaspora communities across Southeast Asia and beyond.
  • B. Hakka people
    The Hakka people are a Han Chinese subgroup known for their distinct language, migratory history, and rich cultural traditions spread across southern China and the global Chinese diaspora.
  • C. Hui people
    The Hui people are a predominantly Muslim ethnic group in China known for their integration of Islamic faith with Han Chinese language and cultural practices.
  • D. Luo people
    The Luo people are a Nilotic ethnic group of East Africa, primarily found in western Kenya and northern Tanzania, known for their rich oral traditions, fishing culture, and significant influence in regional politics and society.
  • E. Shan people
    The Shan people are a Tai ethnic group primarily inhabiting Myanmar’s Shan State, known for their distinct language, Theravada Buddhist traditions, and historical Shan principalities.
  • 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_69a8891a19508190a12ef1e192308dcb completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb9a8518081909ba95a8ef9321f12 completed March 7, 2026, 5:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae200eb09881908bbfe47ebb62f55e completed March 9, 2026, 1:19 a.m.
NEDg Description generation batch_69ae20cb479c8190853d0d954af16887 completed March 9, 2026, 1:22 a.m.
NED2 Entity disambiguation (via description) batch_69ae21614e74819093617a355f0857c8 completed March 9, 2026, 1:24 a.m.
Created at: March 4, 2026, 7:40 p.m.