Triple

T1199545
Position Surface form Disambiguated ID Type / Status
Subject Philippine–Cordilleran languages E25747 entity
Predicate hasSubgroup P747 FINISHED
Object Northern Luzon languages
The Northern Luzon languages are a major subgroup of Philippine languages spoken primarily in the northern part of Luzon, including prominent languages such as Ilocano and Pangasinan.
E25747 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: Northern Luzon languages | Statement: [Philippine–Cordilleran languages, hasSubgroup, Northern Luzon languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Northern Luzon languages
Context triple: [Philippine–Cordilleran languages, hasSubgroup, Northern Luzon languages]
  • A. Southern Luzon languages
    The Southern Luzon languages are a subgroup of Philippine Austronesian languages spoken primarily in the southern part of Luzon island in the Philippines, characterized by shared phonological and grammatical features distinct from other Philippine language groups.
  • B. Greater Central Philippine languages
    Greater Central Philippine languages are a major subgroup of the Austronesian language family that includes many of the most widely spoken languages in the central and southern Philippines, such as Tagalog, Bikol, and the Visayan languages.
  • C. Philippine languages
    Philippine languages are a major branch of the Austronesian language family spoken throughout the Philippines, encompassing numerous related languages such as Tagalog, Cebuano, Ilocano, and Bikol.
  • D. Philippine–Cordilleran languages
    The Philippine–Cordilleran languages are a major subgroup of the Austronesian language family spoken primarily in the northern Philippines, encompassing numerous indigenous languages of the Cordillera region and surrounding areas.
  • E. Southern Philippine languages subgroup
    The Southern Philippine languages subgroup is a branch of the Austronesian language family comprising several related languages spoken primarily in the southern regions of the Philippines.
  • 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: Northern Luzon languages
Triple: [Philippine–Cordilleran languages, hasSubgroup, Northern Luzon languages]
Generated description
The Northern Luzon languages are a major subgroup of Philippine languages spoken primarily in the northern part of Luzon, including prominent languages such as Ilocano and Pangasinan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Northern Luzon languages
Target entity description: The Northern Luzon languages are a major subgroup of Philippine languages spoken primarily in the northern part of Luzon, including prominent languages such as Ilocano and Pangasinan.
  • A. Southern Luzon languages
    The Southern Luzon languages are a subgroup of Philippine Austronesian languages spoken primarily in the southern part of Luzon island in the Philippines, characterized by shared phonological and grammatical features distinct from other Philippine language groups.
  • B. Greater Central Philippine languages
    Greater Central Philippine languages are a major subgroup of the Austronesian language family that includes many of the most widely spoken languages in the central and southern Philippines, such as Tagalog, Bikol, and the Visayan languages.
  • C. Philippine languages
    Philippine languages are a major branch of the Austronesian language family spoken throughout the Philippines, encompassing numerous related languages such as Tagalog, Cebuano, Ilocano, and Bikol.
  • D. Philippine–Cordilleran languages chosen
    The Philippine–Cordilleran languages are a major subgroup of the Austronesian language family spoken primarily in the northern Philippines, encompassing numerous indigenous languages of the Cordillera region and surrounding areas.
  • E. Southern Philippine languages subgroup
    The Southern Philippine languages subgroup is a branch of the Austronesian language family comprising several related languages spoken primarily in the southern regions of the Philippines.
  • F. None of above.

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_69ac7f383a1c8190932e4b200fec02b5 completed March 7, 2026, 7:40 p.m.
NEDg Description generation batch_69ac7fbadd08819090ef4a9aff3bef0b completed March 7, 2026, 7:42 p.m.
NED2 Entity disambiguation (via description) batch_69ac8022a6b08190ba6a1448cebe6017 completed March 7, 2026, 7:44 p.m.
Created at: March 1, 2026, 7:46 p.m.