Triple

T1199550
Position Surface form Disambiguated ID Type / Status
Subject Philippine–Cordilleran languages E25747 entity
Predicate hasMember P10 FINISHED
Object Ibaloy language
The Ibaloy language is an Austronesian language spoken by the Ibaloy people of Benguet in the northern Philippines, known for its rich oral traditions and distinct phonology within the Cordilleran highlands.
 E141221 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: Ibaloy language | Statement: [Philippine–Cordilleran languages, hasMember, Ibaloy language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ibaloy language
Context triple: [Philippine–Cordilleran languages, hasMember, Ibaloy language]
  • A. Kankanaey language
    The Kankanaey language is an Austronesian language spoken by the Kankanaey people of the northern Philippines, particularly in the Cordillera region of Luzon.
  • B. Bikol language
    The Bikol language is an Austronesian language spoken primarily in the Bicol Region of the Philippines, known for its several regional varieties and close relation to other Central Philippine languages.
  • C. Ilocano language
    The Ilocano language is an Austronesian language widely spoken in northern Luzon and by migrant communities across the Philippines and abroad.
  • D. Batad Ifugao language
    The Batad Ifugao language is an Austronesian language spoken by the Ifugao people in the Cordillera region of the northern Philippines, particularly around the village of Batad.
  • E. Banggai language
    The Banggai language is an Austronesian language spoken by the Banggai people in the Banggai Islands and nearby coastal areas of Central Sulawesi, Indonesia.
  • 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: Ibaloy language
Triple: [Philippine–Cordilleran languages, hasMember, Ibaloy language]
Generated description
The Ibaloy language is an Austronesian language spoken by the Ibaloy people of Benguet in the northern Philippines, known for its rich oral traditions and distinct phonology within the Cordilleran highlands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ibaloy language
Target entity description: The Ibaloy language is an Austronesian language spoken by the Ibaloy people of Benguet in the northern Philippines, known for its rich oral traditions and distinct phonology within the Cordilleran highlands.
  • A. Kankanaey language
    The Kankanaey language is an Austronesian language spoken by the Kankanaey people of the northern Philippines, particularly in the Cordillera region of Luzon.
  • B. Bikol language
    The Bikol language is an Austronesian language spoken primarily in the Bicol Region of the Philippines, known for its several regional varieties and close relation to other Central Philippine languages.
  • C. Ilocano language
    The Ilocano language is an Austronesian language widely spoken in northern Luzon and by migrant communities across the Philippines and abroad.
  • D. Batad Ifugao language
    The Batad Ifugao language is an Austronesian language spoken by the Ifugao people in the Cordillera region of the northern Philippines, particularly around the village of Batad.
  • E. Banggai language
    The Banggai language is an Austronesian language spoken by the Banggai people in the Banggai Islands and nearby coastal areas of Central Sulawesi, Indonesia.
  • 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_69a49429f5ec8190a6a205eb0ae81e5e completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bd9d56748190a12fe4a30346f1d8 completed March 1, 2026, 10:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac8a08e1a881908b3f3a41cc1fb010 completed March 7, 2026, 8:26 p.m.
NEDg Description generation batch_69ac8a8a9b208190aed3bcc4697415d1 completed March 7, 2026, 8:28 p.m.
NED2 Entity disambiguation (via description) batch_69ac8b17ae048190b32e89d2f2a60ba3 completed March 7, 2026, 8:31 p.m.
Created at: March 1, 2026, 7:46 p.m.