Triple

T12658476
Position Surface form Disambiguated ID Type / Status
Subject Hezhen language E302350 entity
Predicate ethnicGroup P194 FINISHED
Object Hezhen people
The Hezhen people are a small indigenous Tungusic ethnic group of northeastern China, traditionally living along the Amur and Ussuri rivers and known for their fishing and river-based culture.
E1017576 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: Hezhen people | Statement: [Hezhen language, ethnicGroup, Hezhen people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hezhen people
Context triple: [Hezhen language, ethnicGroup, Hezhen people]
  • A. Jinuo people
    The Jinuo people are a small ethnic minority group in China, primarily residing in the mountainous forests of Xishuangbanna in Yunnan Province, known for their distinct language, traditional agriculture, and rich animist cultural practices.
  • B. Longgu people
    The Longgu people are an indigenous ethnic group of the Solomon Islands, traditionally inhabiting parts of Guadalcanal and nearby areas and known for their distinct Austronesian language and local cultural practices.
  • C. Chaoshan people
    The Chaoshan people are a Han Chinese subgroup from eastern Guangdong known for their distinct Teochew (Chaozhou) language, rich mercantile tradition, and influential cuisine and culture across Southeast Asia and beyond.
  • D. Zigua people
    The Zigua people are a Bantu ethnic group of northeastern Tanzania known for their distinct language, agricultural traditions, and rich oral culture.
  • E. Buyi people
    The Buyi people are an indigenous ethnic minority of southwestern China, primarily living in Guizhou and neighboring regions, known for their distinct Tai-related language, terraced agriculture, and rich folk traditions.
  • 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: Hezhen people
Triple: [Hezhen language, ethnicGroup, Hezhen people]
Generated description
The Hezhen people are a small indigenous Tungusic ethnic group of northeastern China, traditionally living along the Amur and Ussuri rivers and known for their fishing and river-based culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hezhen people
Target entity description: The Hezhen people are a small indigenous Tungusic ethnic group of northeastern China, traditionally living along the Amur and Ussuri rivers and known for their fishing and river-based culture.
  • A. Jinuo people
    The Jinuo people are a small ethnic minority group in China, primarily residing in the mountainous forests of Xishuangbanna in Yunnan Province, known for their distinct language, traditional agriculture, and rich animist cultural practices.
  • B. Longgu people
    The Longgu people are an indigenous ethnic group of the Solomon Islands, traditionally inhabiting parts of Guadalcanal and nearby areas and known for their distinct Austronesian language and local cultural practices.
  • C. Chaoshan people
    The Chaoshan people are a Han Chinese subgroup from eastern Guangdong known for their distinct Teochew (Chaozhou) language, rich mercantile tradition, and influential cuisine and culture across Southeast Asia and beyond.
  • D. Zigua people
    The Zigua people are a Bantu ethnic group of northeastern Tanzania known for their distinct language, agricultural traditions, and rich oral culture.
  • E. Buyi people
    The Buyi people are an indigenous ethnic minority of southwestern China, primarily living in Guizhou and neighboring regions, known for their distinct Tai-related language, terraced agriculture, and rich folk traditions.
  • 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_69d7bded71a88190bb76e2413af9ea66 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d961636db8819099c438b24bcfd866 completed April 10, 2026, 8:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6cbb2a1088190974e9736873466d1 completed May 3, 2026, 4:14 a.m.
NEDg Description generation batch_69f6ce6278e081908864fba1db23ada0 completed May 3, 2026, 4:26 a.m.
NED2 Entity disambiguation (via description) batch_69f6cf547b188190b24c51e06a3b4d3c completed May 3, 2026, 4:30 a.m.
Created at: April 9, 2026, 5:19 p.m.