Triple

T6474985
Position Surface form Disambiguated ID Type / Status
Subject Southern Luzon E146048 entity
Predicate hasEthnolinguisticGroup P1898 FINISHED
Object Tagbanwa people
The Tagbanwa people are an indigenous ethnic group of the Philippines known for their ancient syllabic script, animist beliefs, and traditional livelihoods centered on fishing and swidden agriculture, primarily in Palawan.
E645922 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: Tagbanwa people | Statement: [Southern Luzon, hasEthnolinguisticGroup, Tagbanwa people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tagbanwa people
Context triple: [Southern Luzon, hasEthnolinguisticGroup, Tagbanwa people]
  • A. Kalanguya people
    The Kalanguya people are an indigenous ethnic group of the northern Philippines, known for their distinct highland culture, traditions, and close spiritual ties to the Cordillera mountains.
  • B. Malaitan people
    The Malaitan people are an indigenous Melanesian ethnic group of the Solomon Islands, primarily associated with Malaita Island and known for their rich traditional culture and complex social structures.
  • C. Ngaju people
    The Ngaju people are an indigenous Dayak ethnic group of central Kalimantan, Borneo, known for their rich river-based culture, traditional longhouses, and elaborate secondary burial rituals.
  • D. T'boli people
    The T'boli people are an indigenous ethnic group from South Cotabato in Mindanao, Philippines, renowned for their intricate T'nalak weaving, rich oral traditions, and distinct music and dance.
  • E. Itawit people
    The Itawit people are an indigenous ethnic group of northern Luzon in the Philippines, traditionally settled along the Cagayan River and known for their distinct culture and Austronesian heritage.
  • 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: Tagbanwa people
Triple: [Southern Luzon, hasEthnolinguisticGroup, Tagbanwa people]
Generated description
The Tagbanwa people are an indigenous ethnic group of the Philippines known for their ancient syllabic script, animist beliefs, and traditional livelihoods centered on fishing and swidden agriculture, primarily in Palawan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tagbanwa people
Target entity description: The Tagbanwa people are an indigenous ethnic group of the Philippines known for their ancient syllabic script, animist beliefs, and traditional livelihoods centered on fishing and swidden agriculture, primarily in Palawan.
  • A. Kalanguya people
    The Kalanguya people are an indigenous ethnic group of the northern Philippines, known for their distinct highland culture, traditions, and close spiritual ties to the Cordillera mountains.
  • B. Malaitan people
    The Malaitan people are an indigenous Melanesian ethnic group of the Solomon Islands, primarily associated with Malaita Island and known for their rich traditional culture and complex social structures.
  • C. Ngaju people
    The Ngaju people are an indigenous Dayak ethnic group of central Kalimantan, Borneo, known for their rich river-based culture, traditional longhouses, and elaborate secondary burial rituals.
  • D. T'boli people
    The T'boli people are an indigenous ethnic group from South Cotabato in Mindanao, Philippines, renowned for their intricate T'nalak weaving, rich oral traditions, and distinct music and dance.
  • E. Itawit people
    The Itawit people are an indigenous ethnic group of northern Luzon in the Philippines, traditionally settled along the Cagayan River and known for their distinct culture and Austronesian heritage.
  • 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_69c008fec7408190af7b146dc63d9750 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c06a341360819082f2b5496a1a68b0 completed March 22, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7ad6002b48190a3c95b704e700c56 completed March 28, 2026, 10:28 a.m.
NEDg Description generation batch_69c7af5c05508190af4232d66aa89130 completed March 28, 2026, 10:37 a.m.
NED2 Entity disambiguation (via description) batch_69c7afbfb0a88190ac8443edc71eb0d4 completed March 28, 2026, 10:38 a.m.
Created at: March 22, 2026, 4:50 p.m.