Triple

T21667071
Position Surface form Disambiguated ID Type / Status
Subject Tagabawa E534750 entity
Predicate spokenBy P2181 FINISHED
Object Bagobo-Tagabawa people
The Bagobo-Tagabawa people are an indigenous Lumad group of Mindanao in the southern Philippines, known for their rich oral traditions, intricate weaving and beadwork, and distinct cultural practices tied to their ancestral lands.
E1546807 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: Bagobo-Tagabawa people | Statement: [Tagabawa, spokenBy, Bagobo-Tagabawa people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bagobo-Tagabawa people
Context triple: [Tagabawa, spokenBy, Bagobo-Tagabawa 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. 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. Tungag people
    The Tungag people are an indigenous ethnic group of New Ireland Province in Papua New Guinea, known for their distinct Austronesian language and island-based cultural traditions.
  • D. 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.
  • E. 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.
  • 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: Bagobo-Tagabawa people
Triple: [Tagabawa, spokenBy, Bagobo-Tagabawa people]
Generated description
The Bagobo-Tagabawa people are an indigenous Lumad group of Mindanao in the southern Philippines, known for their rich oral traditions, intricate weaving and beadwork, and distinct cultural practices tied to their ancestral lands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bagobo-Tagabawa people
Target entity description: The Bagobo-Tagabawa people are an indigenous Lumad group of Mindanao in the southern Philippines, known for their rich oral traditions, intricate weaving and beadwork, and distinct cultural practices tied to their ancestral lands.
  • 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. 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. Tungag people
    The Tungag people are an indigenous ethnic group of New Ireland Province in Papua New Guinea, known for their distinct Austronesian language and island-based cultural traditions.
  • D. 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.
  • E. 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.
  • 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_69e0c46898008190aa618a4af55bd1ee completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef6c0c236881909ffaefea8601b1c2 completed April 27, 2026, 2 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0b58463ae481908cc49d6b525470b1 completed May 18, 2026, 6:19 p.m.
NEDg Description generation batch_6a0b6f5b85548190bd54f5a13dd27c5d completed May 18, 2026, 7:58 p.m.
NED2 Entity disambiguation (via description) batch_6a0b7072e43c8190ad8f8d09f61d3f7b completed May 18, 2026, 8:02 p.m.
Created at: April 16, 2026, 6:37 p.m.