Triple

T6334374
Position Surface form Disambiguated ID Type / Status
Subject Umiray Dumaget language E142454 entity
Predicate spokenBy P2181 FINISHED
Object Dumagat people
The Dumagat people are an indigenous group in the Philippines, traditionally living in the Sierra Madre mountain range and nearby coastal areas, known for their semi-nomadic lifestyle and deep connection to the forest environment.
E587776 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: Dumagat people | Statement: [Umiray Dumaget language, spokenBy, Dumagat people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dumagat people
Context triple: [Umiray Dumaget language, spokenBy, Dumagat people]
  • A. Bontoc people
    The Bontoc people are an indigenous ethnic group of the northern Philippines known for their rich oral traditions, rice terrace agriculture, and distinctive rituals and material culture.
  • B. Ibaloy people
    The Ibaloy people are an indigenous ethnic group of the northern Philippines, primarily inhabiting the Benguet region of the Cordillera mountains, known for their rich agricultural traditions and distinct cultural practices.
  • C. Ibanag people
    The Ibanag people are an indigenous ethnolinguistic group of northern Luzon in the Philippines, known for their distinct Ibanag language and rich agricultural and riverine cultural traditions.
  • D. Yakan people
    The Yakan people are an indigenous ethnolinguistic group of the southern Philippines, known for their vibrant weaving traditions, distinct culture, and predominantly Muslim faith.
  • E. Darug people
    The Darug people are an Aboriginal Australian group whose ancestral lands encompass much of what is now the Sydney region, including the Blue Mountains area.
  • 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: Dumagat people
Triple: [Umiray Dumaget language, spokenBy, Dumagat people]
Generated description
The Dumagat people are an indigenous group in the Philippines, traditionally living in the Sierra Madre mountain range and nearby coastal areas, known for their semi-nomadic lifestyle and deep connection to the forest environment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dumagat people
Target entity description: The Dumagat people are an indigenous group in the Philippines, traditionally living in the Sierra Madre mountain range and nearby coastal areas, known for their semi-nomadic lifestyle and deep connection to the forest environment.
  • A. Bontoc people
    The Bontoc people are an indigenous ethnic group of the northern Philippines known for their rich oral traditions, rice terrace agriculture, and distinctive rituals and material culture.
  • B. Ibaloy people
    The Ibaloy people are an indigenous ethnic group of the northern Philippines, primarily inhabiting the Benguet region of the Cordillera mountains, known for their rich agricultural traditions and distinct cultural practices.
  • C. Ibanag people
    The Ibanag people are an indigenous ethnolinguistic group of northern Luzon in the Philippines, known for their distinct Ibanag language and rich agricultural and riverine cultural traditions.
  • D. Yakan people
    The Yakan people are an indigenous ethnolinguistic group of the southern Philippines, known for their vibrant weaving traditions, distinct culture, and predominantly Muslim faith.
  • E. Darug people
    The Darug people are an Aboriginal Australian group whose ancestral lands encompass much of what is now the Sydney region, including the Blue Mountains area.
  • 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_69c008d4d8e88190ad301c05b08722ac completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c06549084c8190b73fd94c9e0cb302 completed March 22, 2026, 9:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69c62d412bc88190aa8ee0a40ec8bc30 completed March 27, 2026, 7:09 a.m.
NEDg Description generation batch_69c62f020d808190a59cbab15a9ca5dc completed March 27, 2026, 7:17 a.m.
NED2 Entity disambiguation (via description) batch_69c62fbbf58881908e872a6a67676fac completed March 27, 2026, 7:20 a.m.
Created at: March 22, 2026, 4:30 p.m.