Triple

T1199569
Position Surface form Disambiguated ID Type / Status
Subject Philippine–Cordilleran languages E25747 entity
Predicate hasMember P10 FINISHED
Object 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.
E135954 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: Batad Ifugao language | Statement: [Philippine–Cordilleran languages, hasMember, Batad Ifugao language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Batad Ifugao language
Context triple: [Philippine–Cordilleran languages, hasMember, Batad Ifugao language]
  • A. 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.
  • B. Pangasinan language
    The Pangasinan language is an Austronesian language spoken primarily in the province of Pangasinan and nearby areas in the Philippines, known for its distinct vocabulary and grammar within the Northern Luzon language group.
  • 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. Calbayog dialect
    The Calbayog dialect is a regional variety of the Waray language spoken in and around the city of Calbayog in the Philippines, distinguished by its own accent and vocabulary nuances.
  • E. Kapampangan language
    Kapampangan is an Austronesian language of the Philippines primarily spoken in the Pampanga region of Central Luzon.
  • 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: Batad Ifugao language
Triple: [Philippine–Cordilleran languages, hasMember, Batad Ifugao language]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Batad Ifugao language
Target entity description: 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.
  • A. 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.
  • B. Pangasinan language
    The Pangasinan language is an Austronesian language spoken primarily in the province of Pangasinan and nearby areas in the Philippines, known for its distinct vocabulary and grammar within the Northern Luzon language group.
  • 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. Calbayog dialect
    The Calbayog dialect is a regional variety of the Waray language spoken in and around the city of Calbayog in the Philippines, distinguished by its own accent and vocabulary nuances.
  • E. Kapampangan language
    Kapampangan is an Austronesian language of the Philippines primarily spoken in the Pampanga region of Central Luzon.
  • 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_69ac765c58d48190bbd460663d965097 completed March 7, 2026, 7:02 p.m.
NEDg Description generation batch_69ac76f20f308190be3c831eb2d59763 completed March 7, 2026, 7:05 p.m.
NED2 Entity disambiguation (via description) batch_69ac775a43d881908f12026a38fba2c8 completed March 7, 2026, 7:07 p.m.
Created at: March 1, 2026, 7:46 p.m.