Triple

T18891626
Position Surface form Disambiguated ID Type / Status
Subject Ubo Bagobo E462102 entity
Predicate associatedWith P37 FINISHED
Object Bagobo-Klata
Bagobo-Klata are an indigenous ethnolinguistic group in Mindanao in the southern Philippines, known for their distinct language, traditional weaving, and rich ritual practices.
 E1347832 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-Klata | Statement: [Ubo Bagobo, associatedWith, Bagobo-Klata]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bagobo-Klata
Context triple: [Ubo Bagobo, associatedWith, Bagobo-Klata]
  • A. Balungao
    Balungao is a landlocked agricultural municipality in the province of Pangasinan in the Philippines, known for its hilly terrain and hot and cold springs.
  • B. Tagabawa
    Tagabawa is an Austronesian language spoken by the Bagobo-Tagabawa people of Mindanao in the southern Philippines.
  • C. Ubakala
    Ubakala is a town in Abia State, southeastern Nigeria, serving as the administrative center of the Umuahia South Local Government Area.
  • D. Ukbara
    Ukbara was a small medieval town in present-day Iraq, historically known as the birthplace or residence of several Islamic scholars such as Ibn Batta al-Ukbari.
  • E. Tagakaulo
    Tagakaulo are an indigenous ethnic group in the southern Philippines, traditionally inhabiting parts of Mindanao and known for their distinct language and 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: Bagobo-Klata
Triple: [Ubo Bagobo, associatedWith, Bagobo-Klata]
Generated description
Bagobo-Klata are an indigenous ethnolinguistic group in Mindanao in the southern Philippines, known for their distinct language, traditional weaving, and rich ritual practices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bagobo-Klata
Target entity description: Bagobo-Klata are an indigenous ethnolinguistic group in Mindanao in the southern Philippines, known for their distinct language, traditional weaving, and rich ritual practices.
  • A. Balungao
    Balungao is a landlocked agricultural municipality in the province of Pangasinan in the Philippines, known for its hilly terrain and hot and cold springs.
  • B. Tagabawa
    Tagabawa is an Austronesian language spoken by the Bagobo-Tagabawa people of Mindanao in the southern Philippines.
  • C. Ubakala
    Ubakala is a town in Abia State, southeastern Nigeria, serving as the administrative center of the Umuahia South Local Government Area.
  • D. Ukbara
    Ukbara was a small medieval town in present-day Iraq, historically known as the birthplace or residence of several Islamic scholars such as Ibn Batta al-Ukbari.
  • E. Tagakaulo
    Tagakaulo are an indigenous ethnic group in the southern Philippines, traditionally inhabiting parts of Mindanao and known for their distinct language and 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_69d8dcfc3430819095ee6fc0eb4c06a5 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5c47bbf908190b141e98e3468e908 completed April 20, 2026, 6:15 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0582b75c708190b8ba4cb05a475899 completed May 14, 2026, 8:07 a.m.
NEDg Description generation batch_6a058659f5988190a4c5921a74a5e917 completed May 14, 2026, 8:22 a.m.
NED2 Entity disambiguation (via description) batch_6a0586d4df588190a33e60b103a5847e completed May 14, 2026, 8:24 a.m.
Created at: April 10, 2026, 11:58 a.m.