Triple

T9192481
Position Surface form Disambiguated ID Type / Status
Subject Katuic branch E220622 entity
Predicate usedBy P260 FINISHED
Object Ta-Oi people
The Ta-Oi people are an indigenous ethnic group of mainland Southeast Asia, primarily living in Laos and Vietnam, known for their distinct Katuic language and traditional upland farming culture.
 E871081 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: Ta-Oi people | Statement: [Katuic branch, usedBy, Ta-Oi people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ta-Oi people
Context triple: [Katuic branch, usedBy, Ta-Oi people]
  • A. Maanyan people
    The Maanyan people are an indigenous Dayak ethnic group of Central Kalimantan, Indonesia, known for their distinct Austronesian language and traditional riverine, agricultural lifestyle.
  • B. Tsou people
    The Tsou people are an indigenous Austronesian ethnic group of Taiwan, traditionally known for their mountain settlements, distinct language, and rich ceremonial culture.
  • C. Osing people
    The Osing people are an indigenous ethnic group of eastern Java, Indonesia, known for their distinct language, culture, and traditions that blend Javanese and Balinese influences.
  • D. Bouyei people
    The Bouyei people are an indigenous Tai-speaking ethnic group primarily living in Guizhou and neighboring regions of southern China, known for their distinct language, terraced agriculture, and rich folk traditions.
  • E. Kho people
    The Kho people are an Indo-Aryan ethnic group native to the mountainous Chitral region of northern Pakistan, known for their distinct Khowar language and rich cultural 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: Ta-Oi people
Triple: [Katuic branch, usedBy, Ta-Oi people]
Generated description
The Ta-Oi people are an indigenous ethnic group of mainland Southeast Asia, primarily living in Laos and Vietnam, known for their distinct Katuic language and traditional upland farming culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ta-Oi people
Target entity description: The Ta-Oi people are an indigenous ethnic group of mainland Southeast Asia, primarily living in Laos and Vietnam, known for their distinct Katuic language and traditional upland farming culture.
  • A. Maanyan people
    The Maanyan people are an indigenous Dayak ethnic group of Central Kalimantan, Indonesia, known for their distinct Austronesian language and traditional riverine, agricultural lifestyle.
  • B. Tsou people
    The Tsou people are an indigenous Austronesian ethnic group of Taiwan, traditionally known for their mountain settlements, distinct language, and rich ceremonial culture.
  • C. Osing people
    The Osing people are an indigenous ethnic group of eastern Java, Indonesia, known for their distinct language, culture, and traditions that blend Javanese and Balinese influences.
  • D. Bouyei people
    The Bouyei people are an indigenous Tai-speaking ethnic group primarily living in Guizhou and neighboring regions of southern China, known for their distinct language, terraced agriculture, and rich folk traditions.
  • E. Kho people
    The Kho people are an Indo-Aryan ethnic group native to the mountainous Chitral region of northern Pakistan, known for their distinct Khowar language and rich cultural 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_69ca83e7ba70819088b74866d9da2c30 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccd5c1fa9c8190bc5cc6dce8778694 completed April 1, 2026, 8:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69d9330fa33c8190b507ad18362a6c64 completed April 10, 2026, 5:27 p.m.
NEDg Description generation batch_69d93802a4488190aa86ae209650d4e7 completed April 10, 2026, 5:48 p.m.
NED2 Entity disambiguation (via description) batch_69d938fcc3c48190a4acaaf75c1aa304 completed April 10, 2026, 5:53 p.m.
Created at: March 30, 2026, 7:24 p.m.