Triple

T6184904
Position Surface form Disambiguated ID Type / Status
Subject Masbateño E138031 entity
Predicate languageFamily P1047 FINISHED
Object Central Philippine languages
Central Philippine languages are a major subgroup of the Austronesian language family spoken in the central and southern Philippines, including prominent languages such as Tagalog, Bikol, and the Visayan languages.
E25859 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: Central Philippine languages | Statement: [Masbateño, languageFamily, Central Philippine languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Central Philippine languages
Context triple: [Masbateño, languageFamily, Central Philippine languages]
  • A. 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.
  • B. Central Luzon languages
    The Central Luzon languages are a group of closely related Austronesian languages spoken in the Central Luzon region of the Philippines, including major languages such as Kapampangan and Sambal.
  • C. 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.
  • D. Northern Luzon languages
    The Northern Luzon languages are a subgroup of Philippine Austronesian languages spoken primarily in the northern part of Luzon in the Philippines, encompassing several related indigenous languages of the region.
  • E. Philippine linguistic area
    The Philippine linguistic area is a region encompassing the Philippines where diverse Austronesian languages share common structural features due to long-term contact and convergence.
  • 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: Central Philippine languages
Triple: [Masbateño, languageFamily, Central Philippine languages]
Generated description
Central Philippine languages are a major subgroup of the Austronesian language family spoken in the central and southern Philippines, including prominent languages such as Tagalog, Bikol, and the Visayan languages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Central Philippine languages
Target entity description: Central Philippine languages are a major subgroup of the Austronesian language family spoken in the central and southern Philippines, including prominent languages such as Tagalog, Bikol, and the Visayan languages.
  • A. Greater Central Philippine languages chosen
    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.
  • B. Central Luzon languages
    The Central Luzon languages are a group of closely related Austronesian languages spoken in the Central Luzon region of the Philippines, including major languages such as Kapampangan and Sambal.
  • C. 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.
  • D. Northern Luzon languages
    The Northern Luzon languages are a subgroup of Philippine Austronesian languages spoken primarily in the northern part of Luzon in the Philippines, encompassing several related indigenous languages of the region.
  • E. Philippine linguistic area
    The Philippine linguistic area is a region encompassing the Philippines where diverse Austronesian languages share common structural features due to long-term contact and convergence.
  • 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_69c008a8fd408190b7ec6e42934974a6 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c062150fc48190877240abe6b6c636 completed March 22, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69c20d7fbbcc8190902e8f104d9991de completed March 24, 2026, 4:05 a.m.
NEDg Description generation batch_69c2152127f08190a13abec64bc27db5 completed March 24, 2026, 4:37 a.m.
NED2 Entity disambiguation (via description) batch_69c2157d43048190a0376cdc9024c5f9 completed March 24, 2026, 4:39 a.m.
Created at: March 22, 2026, 4:19 p.m.