Triple

T16559377
Position Surface form Disambiguated ID Type / Status
Subject Moro people E402295 entity
Predicate ethnicSubdivision P14193 FINISHED
Object Kalibugan people
The Kalibugan people are a subgroup of the Moro ethnolinguistic communities in the southern Philippines, traditionally associated with Islam and distinct cultural practices in the Zamboanga Peninsula region.
E1228252 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: Kalibugan people | Statement: [Moro people, ethnicSubdivision, Kalibugan people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kalibugan people
Context triple: [Moro people, ethnicSubdivision, Kalibugan people]
  • A. 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.
  • 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. 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.
  • D. 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.
  • E. 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.
  • 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: Kalibugan people
Triple: [Moro people, ethnicSubdivision, Kalibugan people]
Generated description
The Kalibugan people are a subgroup of the Moro ethnolinguistic communities in the southern Philippines, traditionally associated with Islam and distinct cultural practices in the Zamboanga Peninsula region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kalibugan people
Target entity description: The Kalibugan people are a subgroup of the Moro ethnolinguistic communities in the southern Philippines, traditionally associated with Islam and distinct cultural practices in the Zamboanga Peninsula region.
  • A. 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.
  • 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. 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.
  • D. 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.
  • E. 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.
  • 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_6a008a2590d48190b72b7d5be20c14c7 completed May 10, 2026, 1:37 p.m.
NEDg Description generation batch_6a008b41a1648190bd1c2268c8a80ee2 completed May 10, 2026, 1:42 p.m.
NED2 Entity disambiguation (via description) batch_6a008c2bcac48190801ba34fde104a8a completed May 10, 2026, 1:46 p.m.
Created at: April 10, 2026, 5:15 a.m.