Triple

T9745273
Position Surface form Disambiguated ID Type / Status
Subject Binukid E236289 entity
Predicate closelyRelatedTo P37 FINISHED
Object Higaonon language
The Higaonon language is an Austronesian language spoken by the Higaonon people of northern Mindanao in the southern Philippines.
 E817868 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: Higaonon language | Statement: [Binukid, closelyRelatedTo, Higaonon language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Higaonon language
Context triple: [Binukid, closelyRelatedTo, Higaonon language]
  • A. Meranao language
    Meranao language is an Austronesian language spoken by the Maranao people of Mindanao in the southern Philippines, known for its rich oral literature and use in Islamic cultural and religious contexts.
  • B. Kunigami language
    The Kunigami language is a Northern Ryukyuan language spoken in the northern part of Okinawa Island, Japan, and is considered distinct from standard Japanese and severely endangered.
  • C. Yonaguni language
    The Yonaguni language is a highly endangered Ryukyuan language spoken on Japan’s Yonaguni Island, distinct from but related to Japanese and other Yaeyama languages.
  • D. Surigaonon language
    Surigaonon language is an Austronesian language spoken primarily in the Surigao region of Mindanao in the southern Philippines.
  • E. 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.
  • 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: Higaonon language
Triple: [Binukid, closelyRelatedTo, Higaonon language]
Generated description
The Higaonon language is an Austronesian language spoken by the Higaonon people of northern Mindanao in the southern Philippines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Higaonon language
Target entity description: The Higaonon language is an Austronesian language spoken by the Higaonon people of northern Mindanao in the southern Philippines.
  • A. Meranao language
    Meranao language is an Austronesian language spoken by the Maranao people of Mindanao in the southern Philippines, known for its rich oral literature and use in Islamic cultural and religious contexts.
  • B. Kunigami language
    The Kunigami language is a Northern Ryukyuan language spoken in the northern part of Okinawa Island, Japan, and is considered distinct from standard Japanese and severely endangered.
  • C. Yonaguni language
    The Yonaguni language is a highly endangered Ryukyuan language spoken on Japan’s Yonaguni Island, distinct from but related to Japanese and other Yaeyama languages.
  • D. Surigaonon language
    Surigaonon language is an Austronesian language spoken primarily in the Surigao region of Mindanao in the southern Philippines.
  • E. 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.
  • 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_69ca84d3e24481908a476e2231123cf9 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9f2f8e648190ad94c940f9dc1de0 completed April 1, 2026, 10:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1b004a6e88190a974f4a8973f91ef completed April 5, 2026, 12:42 a.m.
NEDg Description generation batch_69d1b0f7a68481909de080dd78f883a8 completed April 5, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_69d1b17bd97c8190b77815db5a6a70d9 completed April 5, 2026, 12:49 a.m.
Created at: March 30, 2026, 8:23 p.m.