Triple

T1938830
Position Surface form Disambiguated ID Type / Status
Subject Kinh E41504 entity
Predicate relatedEthnicGroup P1969 FINISHED
Object Arem
The Arem are a small indigenous ethnic group of Vietnam and Laos, traditionally semi-nomadic forest dwellers with a distinct language and culture.
 E216884 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: Arem | Statement: [Kinh, relatedEthnicGroup, Arem]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arem
Context triple: [Kinh, relatedEthnicGroup, Arem]
  • A. Oshiwambo
    Oshiwambo is a Bantu language (or cluster of closely related dialects) widely spoken by the Ovambo people in northern Namibia and southern Angola.
  • B. Pepel
    The Pepel are an ethnic group of Guinea-Bissau, traditionally rice farmers and fishermen living mainly in the coastal and island regions of the country.
  • C. Mandinka
    Mandinka is a major Mande language spoken primarily in The Gambia, Senegal, Guinea-Bissau, and neighboring West African countries by the Mandinka people.
  • D. Tsévié
    Tsévié is a town in southern Togo that serves as an important regional center for trade and agriculture.
  • E. Awori
    The Awori are a subgroup of the Yoruba people known for their early settlement around Lagos and Ogun in southwestern Nigeria and their significant role in the region’s cultural and urban development.
  • 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: Arem
Triple: [Kinh, relatedEthnicGroup, Arem]
Generated description
The Arem are a small indigenous ethnic group of Vietnam and Laos, traditionally semi-nomadic forest dwellers with a distinct language and culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arem
Target entity description: The Arem are a small indigenous ethnic group of Vietnam and Laos, traditionally semi-nomadic forest dwellers with a distinct language and culture.
  • A. Oshiwambo
    Oshiwambo is a Bantu language (or cluster of closely related dialects) widely spoken by the Ovambo people in northern Namibia and southern Angola.
  • B. Pepel
    The Pepel are an ethnic group of Guinea-Bissau, traditionally rice farmers and fishermen living mainly in the coastal and island regions of the country.
  • C. Mandinka
    Mandinka is a major Mande language spoken primarily in The Gambia, Senegal, Guinea-Bissau, and neighboring West African countries by the Mandinka people.
  • D. Tsévié
    Tsévié is a town in southern Togo that serves as an important regional center for trade and agriculture.
  • E. Awori
    The Awori are a subgroup of the Yoruba people known for their early settlement around Lagos and Ogun in southwestern Nigeria and their significant role in the region’s cultural and urban development.
  • 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_69a88649b24c819080047f26b6db2ded completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb2c8be648190836580cec77a143f completed March 7, 2026, 5:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69adf3f81e0c819090e3f2154215ff18 completed March 8, 2026, 10:11 p.m.
NEDg Description generation batch_69adf4e94b5081909d4010612d81b917 completed March 8, 2026, 10:15 p.m.
NED2 Entity disambiguation (via description) batch_69adf60463d88190896cedb2b45a67ed completed March 8, 2026, 10:19 p.m.
Created at: March 4, 2026, 7:36 p.m.