Triple

T16559372
Position Surface form Disambiguated ID Type / Status
Subject Moro people E402295 entity
Predicate ethnicSubdivision P14193 FINISHED
Object Kalagan people
The Kalagan people are an indigenous Moro ethnolinguistic group of Mindanao in the southern Philippines, known for their distinct language, culture, and Islamic-influenced traditions.
 E1225402 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: Kalagan people | Statement: [Moro people, ethnicSubdivision, Kalagan people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kalagan people
Context triple: [Moro people, ethnicSubdivision, Kalagan people]
  • A. Balangao people
    The Balangao people are an indigenous ethnic group of the northern Philippines, traditionally upland farmers with a distinct culture, social structure, and language.
  • B. 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.
  • 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. 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.
  • E. Bolinao people
    The Bolinao people are an indigenous ethnic group of the Philippines, primarily residing in western Pangasinan, known for their distinct Bolinao language and coastal fishing and farming 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: Kalagan people
Triple: [Moro people, ethnicSubdivision, Kalagan people]
Generated description
The Kalagan people are an indigenous Moro ethnolinguistic group of Mindanao in the southern Philippines, known for their distinct language, culture, and Islamic-influenced traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kalagan people
Target entity description: The Kalagan people are an indigenous Moro ethnolinguistic group of Mindanao in the southern Philippines, known for their distinct language, culture, and Islamic-influenced traditions.
  • A. Balangao people
    The Balangao people are an indigenous ethnic group of the northern Philippines, traditionally upland farmers with a distinct culture, social structure, and language.
  • B. 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.
  • 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. 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.
  • E. Bolinao people
    The Bolinao people are an indigenous ethnic group of the Philippines, primarily residing in western Pangasinan, known for their distinct Bolinao language and coastal fishing and farming 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_69d8838648088190acf97ef11fc3f61b completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3576cceb881908579b56d91b15dec completed April 18, 2026, 10:05 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0084ae0fb08190b809cd26b2e413aa completed May 10, 2026, 1:14 p.m.
NEDg Description generation batch_6a00853af11881908e0e61fb352e2e87 completed May 10, 2026, 1:16 p.m.
NED2 Entity disambiguation (via description) batch_6a0085f2fd2881908b31bd57790acb74 completed May 10, 2026, 1:19 p.m.
Created at: April 10, 2026, 5:15 a.m.