Triple

T7308950
Position Surface form Disambiguated ID Type / Status
Subject Tibeto-Burman peoples E168043 entity
Predicate hasEthnicGroup P1898 FINISHED
Object Hani people
The Hani people are an ethnic minority primarily living in the mountainous regions of southern China and neighboring Southeast Asian countries, known for their terraced rice farming, distinct language, and rich traditional culture.
E662949 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: Hani people | Statement: [Tibeto-Burman peoples, hasEthnicGroup, Hani people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hani people
Context triple: [Tibeto-Burman peoples, hasEthnicGroup, Hani people]
  • A. Haya people
    The Haya people are a Bantu ethnic group primarily inhabiting the Kagera region of northwestern Tanzania, known for their intensive banana-based agriculture, early ironworking traditions, and rich cultural heritage along the western shores of Lake Victoria.
  • B. Tajio people
    The Tajio people are an indigenous ethnic group of Central Sulawesi, Indonesia, known for their distinct language and traditional coastal and agricultural livelihoods.
  • C. Lundayeh people
    The Lundayeh people are an indigenous ethnic group of the highland regions of northern Borneo, known for their distinct language, traditional agriculture, and rich cultural practices closely linked to the interior river valleys.
  • D. Marghi people
    The Marghi people are an ethnic group native to northeastern Nigeria, particularly around the Borno region, known for their distinct language and agrarian cultural traditions.
  • E. Hema people
    The Hema people are a pastoralist ethnic group primarily inhabiting the Ituri region of northeastern Democratic Republic of the Congo, known for their involvement in local land and resource conflicts.
  • 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: Hani people
Triple: [Tibeto-Burman peoples, hasEthnicGroup, Hani people]
Generated description
The Hani people are an ethnic minority primarily living in the mountainous regions of southern China and neighboring Southeast Asian countries, known for their terraced rice farming, distinct language, and rich traditional culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hani people
Target entity description: The Hani people are an ethnic minority primarily living in the mountainous regions of southern China and neighboring Southeast Asian countries, known for their terraced rice farming, distinct language, and rich traditional culture.
  • A. Haya people
    The Haya people are a Bantu ethnic group primarily inhabiting the Kagera region of northwestern Tanzania, known for their intensive banana-based agriculture, early ironworking traditions, and rich cultural heritage along the western shores of Lake Victoria.
  • B. Tajio people
    The Tajio people are an indigenous ethnic group of Central Sulawesi, Indonesia, known for their distinct language and traditional coastal and agricultural livelihoods.
  • C. Lundayeh people
    The Lundayeh people are an indigenous ethnic group of the highland regions of northern Borneo, known for their distinct language, traditional agriculture, and rich cultural practices closely linked to the interior river valleys.
  • D. Marghi people
    The Marghi people are an ethnic group native to northeastern Nigeria, particularly around the Borno region, known for their distinct language and agrarian cultural traditions.
  • E. Hema people
    The Hema people are a pastoralist ethnic group primarily inhabiting the Ituri region of northeastern Democratic Republic of the Congo, known for their involvement in local land and resource conflicts.
  • 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_69c6888d8e3c81909db79714903baf31 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6ebda7b748190a230a22ecea79342 completed March 27, 2026, 8:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69c81eb9c46881908da8fde17a09b50d completed March 28, 2026, 6:32 p.m.
NEDg Description generation batch_69c81f8590348190ac632731b9bb9a52 completed March 28, 2026, 6:35 p.m.
NED2 Entity disambiguation (via description) batch_69c82036e43481908a4be75ab4e1409c completed March 28, 2026, 6:38 p.m.
Created at: March 27, 2026, 3:01 p.m.