Triple

T1352077
Position Surface form Disambiguated ID Type / Status
Subject Southern Philippine languages subgroup E28903 entity
Predicate hasMember P10 FINISHED
Object Butuanon language
The Butuanon language is an Austronesian language spoken primarily in and around Butuan City in Mindanao, Philippines.
 E170147 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: Butuanon language | Statement: [Southern Philippine languages subgroup, hasMember, Butuanon language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Butuanon language
Context triple: [Southern Philippine languages subgroup, hasMember, Butuanon language]
  • A. Balangao language
    The Balangao language is an Austronesian language spoken by the Balangao people in the Mountain Province of the northern Philippines.
  • B. Hanunoo language
    The Hanunoo language is an Austronesian language spoken by the Hanunoo Mangyan people of Mindoro in the Philippines, notable for its indigenous syllabic script and rich oral poetic tradition.
  • C. Surigaonon language
    Surigaonon language is an Austronesian language spoken primarily in the Surigao region of Mindanao in the southern Philippines.
  • D. Kalao language
    The Kalao language is an Austronesian language spoken by a small community in South Sulawesi, Indonesia.
  • E. Buhid language
    The Buhid language is an Austronesian language spoken by the Buhid Mangyan people of Mindoro in the Philippines, known for its indigenous Buhid script.
  • 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: Butuanon language
Triple: [Southern Philippine languages subgroup, hasMember, Butuanon language]
Generated description
The Butuanon language is an Austronesian language spoken primarily in and around Butuan City in Mindanao, Philippines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Butuanon language
Target entity description: The Butuanon language is an Austronesian language spoken primarily in and around Butuan City in Mindanao, Philippines.
  • A. Balangao language
    The Balangao language is an Austronesian language spoken by the Balangao people in the Mountain Province of the northern Philippines.
  • B. Hanunoo language
    The Hanunoo language is an Austronesian language spoken by the Hanunoo Mangyan people of Mindoro in the Philippines, notable for its indigenous syllabic script and rich oral poetic tradition.
  • C. Surigaonon language
    Surigaonon language is an Austronesian language spoken primarily in the Surigao region of Mindanao in the southern Philippines.
  • D. Kalao language
    The Kalao language is an Austronesian language spoken by a small community in South Sulawesi, Indonesia.
  • E. Buhid language
    The Buhid language is an Austronesian language spoken by the Buhid Mangyan people of Mindoro in the Philippines, known for its indigenous Buhid script.
  • 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_69a498571d248190a0ac9eb02d97097f completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c26b1b4881908ae4b1b2c9b268a0 completed March 1, 2026, 10:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad1c95b09881909e621ee55cdc7279 completed March 8, 2026, 6:52 a.m.
NEDg Description generation batch_69ad1d816dac8190bf875e913c9164dc completed March 8, 2026, 6:56 a.m.
NED2 Entity disambiguation (via description) batch_69ad1e2b06548190be7755f9fc1c82ac completed March 8, 2026, 6:58 a.m.
Created at: March 1, 2026, 7:56 p.m.