Triple

T6184489
Position Surface form Disambiguated ID Type / Status
Subject Luilang language E138022 entity
Predicate spokenBy P2181 FINISHED
Object Luilang people
The Luilang people are an indigenous Taiwanese ethnic group historically inhabiting parts of northern Taiwan, known for their now-extinct Austronesian Luilang language and distinct cultural traditions.
E576534 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: Luilang people | Statement: [Luilang language, spokenBy, Luilang people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Luilang people
Context triple: [Luilang language, spokenBy, Luilang 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. Gilak people
    The Gilak people are an Iranian ethnic group indigenous to Iran’s northern Caspian Sea region, particularly Gilan Province, known for their distinct Gilaki language and rich local culture.
  • D. Barunggam people
    The Barunggam people are an Aboriginal Australian group whose ancestral lands lie in the Darling Downs region of southern Queensland.
  • E. Daisu people
    The Daisu people are an ethnic group in East Africa known for speaking a variety of the Sabaki branch of Bantu languages.
  • 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: Luilang people
Triple: [Luilang language, spokenBy, Luilang people]
Generated description
The Luilang people are an indigenous Taiwanese ethnic group historically inhabiting parts of northern Taiwan, known for their now-extinct Austronesian Luilang language and distinct cultural traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Luilang people
Target entity description: The Luilang people are an indigenous Taiwanese ethnic group historically inhabiting parts of northern Taiwan, known for their now-extinct Austronesian Luilang language and distinct cultural 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. Gilak people
    The Gilak people are an Iranian ethnic group indigenous to Iran’s northern Caspian Sea region, particularly Gilan Province, known for their distinct Gilaki language and rich local culture.
  • D. Barunggam people
    The Barunggam people are an Aboriginal Australian group whose ancestral lands lie in the Darling Downs region of southern Queensland.
  • E. Daisu people
    The Daisu people are an ethnic group in East Africa known for speaking a variety of the Sabaki branch of Bantu languages.
  • 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_69c008a8fd408190b7ec6e42934974a6 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c061020d148190ae2edf2b363f1e24 completed March 22, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69c16ef823348190a8ed68141857e28c completed March 23, 2026, 4:48 p.m.
NEDg Description generation batch_69c1be0624088190b20fdfa389ebf092 completed March 23, 2026, 10:26 p.m.
NED2 Entity disambiguation (via description) batch_69c1bec4844081908baa5abbc4cb3221 completed March 23, 2026, 10:29 p.m.
Created at: March 22, 2026, 4:19 p.m.