Triple

T8257941
Position Surface form Disambiguated ID Type / Status
Subject Xishuangbanna National Nature Reserve E193116 entity
Predicate associatedWithEthnicGroup P194 FINISHED
Object Bulang people
The Bulang people are an ethnic minority group of China, primarily residing in the mountainous border regions of Yunnan Province and known for their tea cultivation and distinct language and culture.
E721219 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: Bulang people | Statement: [Xishuangbanna National Nature Reserve, associatedWithEthnicGroup, Bulang people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bulang people
Context triple: [Xishuangbanna National Nature Reserve, associatedWithEthnicGroup, Bulang people]
  • A. Balangao people
    The Balangao people are an indigenous ethnic group of the northern Philippines, traditionally upland farmers with a distinct culture, social structure, and language.
  • B. B'laan people
    The B'laan people are an indigenous Lumad ethnic group of Mindanao in the southern Philippines, known for their rich oral traditions, intricate beadwork, and strong attachment to their ancestral lands.
  • C. Dumagat people
    The Dumagat people are an indigenous group in the Philippines, traditionally living in the Sierra Madre mountain range and nearby coastal areas, known for their semi-nomadic lifestyle and deep connection to the forest environment.
  • D. Buhid people
    The Buhid people are an indigenous Mangyan group of Mindoro in the Philippines, known for their distinct Austronesian language and traditional script.
  • E. Butuanon people
    The Butuanon people are an indigenous ethnolinguistic group from the city of Butuan and surrounding areas in northeastern Mindanao in the Philippines, known for their distinct Butuanon language and maritime heritage.
  • 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: Bulang people
Triple: [Xishuangbanna National Nature Reserve, associatedWithEthnicGroup, Bulang people]
Generated description
The Bulang people are an ethnic minority group of China, primarily residing in the mountainous border regions of Yunnan Province and known for their tea cultivation and distinct language and culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bulang people
Target entity description: The Bulang people are an ethnic minority group of China, primarily residing in the mountainous border regions of Yunnan Province and known for their tea cultivation and distinct language and culture.
  • A. Balangao people
    The Balangao people are an indigenous ethnic group of the northern Philippines, traditionally upland farmers with a distinct culture, social structure, and language.
  • B. B'laan people
    The B'laan people are an indigenous Lumad ethnic group of Mindanao in the southern Philippines, known for their rich oral traditions, intricate beadwork, and strong attachment to their ancestral lands.
  • C. Dumagat people
    The Dumagat people are an indigenous group in the Philippines, traditionally living in the Sierra Madre mountain range and nearby coastal areas, known for their semi-nomadic lifestyle and deep connection to the forest environment.
  • D. Buhid people
    The Buhid people are an indigenous Mangyan group of Mindoro in the Philippines, known for their distinct Austronesian language and traditional script.
  • E. Butuanon people
    The Butuanon people are an indigenous ethnolinguistic group from the city of Butuan and surrounding areas in northeastern Mindanao in the Philippines, known for their distinct Butuanon language and maritime heritage.
  • 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_69ca82dfad9c8190b8cd18fb89f50f40 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb78fce9308190ac36512e80b06b52 completed March 31, 2026, 7:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd355bef508190894bd01ec39e83f6 completed April 1, 2026, 3:10 p.m.
NEDg Description generation batch_69cd37a7ea30819094b1c140868fab5f completed April 1, 2026, 3:20 p.m.
NED2 Entity disambiguation (via description) batch_69cd4f0055dc8190803a7c412533aec4 completed April 1, 2026, 4:59 p.m.
Created at: March 30, 2026, 5:49 p.m.