Triple

T2844544
Position Surface form Disambiguated ID Type / Status
Subject Cordillera Administrative Region E62551 entity
Predicate ethnicGroup P194 FINISHED
Object Kalinga people
The Kalinga people are an indigenous ethnic group of the northern Philippines known for their rich warrior traditions, intricate body tattoos, and vibrant weaving and musical heritage.
E304066 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: Kalinga people | Statement: [Cordillera Administrative Region, ethnicGroup, Kalinga people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kalinga people
Context triple: [Cordillera Administrative Region, ethnicGroup, Kalinga people]
  • A. Arakwal people
    The Arakwal people are an Aboriginal Australian group whose ancestral lands encompass the coastal region around present-day Byron Bay in New South Wales.
  • B. Subanen people
    The Subanen people are an indigenous ethnolinguistic group of Mindanao in the southern Philippines, known for their upland farming traditions, distinct Austronesian language, and rich animist-influenced cultural practices.
  • C. Makah people
    The Makah people are a Native American tribe of the Pacific Northwest Coast known for their maritime culture, whaling traditions, and residence in the Neah Bay area of Washington State.
  • D. Sungor people
    The Sungor people are an ethnic group of the eastern Sahel region, primarily in Chad and Sudan, known for their pastoralist lifestyle and use of a Taman language.
  • E. Bhaca people
    The Bhaca people are a Bantu-speaking ethnic group of South Africa, culturally and linguistically related to the Zulu and Xhosa, known for their distinct traditions and historical chiefdoms in the Eastern Cape and KwaZulu-Natal regions.
  • 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: Kalinga people
Triple: [Cordillera Administrative Region, ethnicGroup, Kalinga people]
Generated description
The Kalinga people are an indigenous ethnic group of the northern Philippines known for their rich warrior traditions, intricate body tattoos, and vibrant weaving and musical heritage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kalinga people
Target entity description: The Kalinga people are an indigenous ethnic group of the northern Philippines known for their rich warrior traditions, intricate body tattoos, and vibrant weaving and musical heritage.
  • A. Arakwal people
    The Arakwal people are an Aboriginal Australian group whose ancestral lands encompass the coastal region around present-day Byron Bay in New South Wales.
  • B. Subanen people
    The Subanen people are an indigenous ethnolinguistic group of Mindanao in the southern Philippines, known for their upland farming traditions, distinct Austronesian language, and rich animist-influenced cultural practices.
  • C. Makah people
    The Makah people are a Native American tribe of the Pacific Northwest Coast known for their maritime culture, whaling traditions, and residence in the Neah Bay area of Washington State.
  • D. Sungor people
    The Sungor people are an ethnic group of the eastern Sahel region, primarily in Chad and Sudan, known for their pastoralist lifestyle and use of a Taman language.
  • E. Bhaca people
    The Bhaca people are a Bantu-speaking ethnic group of South Africa, culturally and linguistically related to the Zulu and Xhosa, known for their distinct traditions and historical chiefdoms in the Eastern Cape and KwaZulu-Natal regions.
  • 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_69ab4c3d16bc81908b3a1c98fbd287fe completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdf1b58c88190b45d8c5a76dc52ac completed March 7, 2026, 8:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69afe8d850b481909850ff5e89021824 completed March 10, 2026, 9:48 a.m.
NEDg Description generation batch_69afe990ce088190b42b20037c1eef3f completed March 10, 2026, 9:51 a.m.
NED2 Entity disambiguation (via description) batch_69b00d04f42081909d59e1ad1bec6c34 completed March 10, 2026, 12:22 p.m.
Created at: March 6, 2026, 10:02 p.m.