Triple

T9051665
Position Surface form Disambiguated ID Type / Status
Subject Palaungic E216897 entity
Predicate associatedWithEthnicGroup P194 FINISHED
Object Lawa people
The Lawa people are an indigenous ethnic group of northern Thailand, closely related to other Mon-Khmer-speaking communities and known for their distinct language, traditions, and historical presence in the region.
E827750 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: Lawa people | Statement: [Palaungic, associatedWithEthnicGroup, Lawa people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lawa people
Context triple: [Palaungic, associatedWithEthnicGroup, Lawa people]
  • A. Lakon people
    The Lakon people are an indigenous ethnic group of northern Vanuatu, known for their distinct Oceanic language, traditional kastom practices, and village-based social organization on Gaua Island.
  • B. Luvale people
    The Luvale people are a Bantu-speaking ethnic group of northwestern Zambia and neighboring Angola, known for their rich oral traditions, initiation ceremonies, and distinctive artistic and musical heritage.
  • C. Savu people
    The Savu people are an indigenous ethnic group of Indonesia known for their distinct language, weaving traditions, and ancestral rituals centered on the small islands of Savu and Raijua.
  • D. Banjima people
    The Banjima people are an Aboriginal Australian group whose ancestral lands lie in the inland Pilbara region of Western Australia, with a distinct language, culture, and deep connection to Country.
  • E. Lendu people
    The Lendu people are an agricultural ethnic group of northeastern Democratic Republic of the Congo, known for their distinct language and for their involvement in regional land and resource conflicts, particularly in Ituri.
  • 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: Lawa people
Triple: [Palaungic, associatedWithEthnicGroup, Lawa people]
Generated description
The Lawa people are an indigenous ethnic group of northern Thailand, closely related to other Mon-Khmer-speaking communities and known for their distinct language, traditions, and historical presence in the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lawa people
Target entity description: The Lawa people are an indigenous ethnic group of northern Thailand, closely related to other Mon-Khmer-speaking communities and known for their distinct language, traditions, and historical presence in the region.
  • A. Lakon people
    The Lakon people are an indigenous ethnic group of northern Vanuatu, known for their distinct Oceanic language, traditional kastom practices, and village-based social organization on Gaua Island.
  • B. Luvale people
    The Luvale people are a Bantu-speaking ethnic group of northwestern Zambia and neighboring Angola, known for their rich oral traditions, initiation ceremonies, and distinctive artistic and musical heritage.
  • C. Savu people
    The Savu people are an indigenous ethnic group of Indonesia known for their distinct language, weaving traditions, and ancestral rituals centered on the small islands of Savu and Raijua.
  • D. Banjima people
    The Banjima people are an Aboriginal Australian group whose ancestral lands lie in the inland Pilbara region of Western Australia, with a distinct language, culture, and deep connection to Country.
  • E. Lendu people
    The Lendu people are an agricultural ethnic group of northeastern Democratic Republic of the Congo, known for their distinct language and for their involvement in regional land and resource conflicts, particularly in Ituri.
  • 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_69ca83d362e88190ae44b4e4dc194209 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc7a700de48190aa9f61d850e01cbd completed April 1, 2026, 1:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1eaa8135081909225810ee5355bc3 completed April 5, 2026, 4:52 a.m.
NEDg Description generation batch_69d1ec05d39c81909debbe9ae7869379 completed April 5, 2026, 4:58 a.m.
NED2 Entity disambiguation (via description) batch_69d1ecd530e88190a92867a61b291106 completed April 5, 2026, 5:02 a.m.
Created at: March 30, 2026, 7:10 p.m.