Triple

T1243087
Position Surface form Disambiguated ID Type / Status
Subject Southern Luzon languages E26701 entity
Predicate partOf P40 FINISHED
Object Philippine Austronesian languages
Philippine Austronesian languages are a major subgroup of the Austronesian language family spoken throughout the Philippines and nearby regions, encompassing numerous related languages and dialects.
 E251916 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: Philippine Austronesian languages | Statement: [Southern Luzon languages, partOf, Philippine Austronesian languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Philippine Austronesian languages
Context triple: [Southern Luzon languages, partOf, Philippine Austronesian languages]
  • A. Austronesian languages
    Austronesian languages are a large and widely dispersed language family spoken across maritime Southeast Asia, Madagascar, the Pacific Islands, and parts of mainland Asia.
  • B. 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.
  • C. Malayo-Polynesian languages
    Malayo-Polynesian languages are a major branch of the Austronesian language family spoken across Southeast Asia, Madagascar, and the Pacific, including languages such as Indonesian, Tagalog, Javanese, and Malagasy.
  • D. Visayan languages
    The Visayan languages are a major group of closely related Austronesian languages spoken primarily in the central and southern Philippines, including widely used varieties such as Cebuano, Hiligaynon, and Waray.
  • E. Eastern Malayo-Polynesian languages
    Eastern Malayo-Polynesian languages are a major branch of the Austronesian language family spoken primarily in eastern Indonesia, Melanesia, Micronesia, and Polynesia.
  • 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: Philippine Austronesian languages
Triple: [Southern Luzon languages, partOf, Philippine Austronesian languages]
Generated description
Philippine Austronesian languages are a major subgroup of the Austronesian language family spoken throughout the Philippines and nearby regions, encompassing numerous related languages and dialects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Philippine Austronesian languages
Target entity description: Philippine Austronesian languages are a major subgroup of the Austronesian language family spoken throughout the Philippines and nearby regions, encompassing numerous related languages and dialects.
  • A. Austronesian languages
    Austronesian languages are a large and widely dispersed language family spoken across maritime Southeast Asia, Madagascar, the Pacific Islands, and parts of mainland Asia.
  • B. 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.
  • C. Malayo-Polynesian languages
    Malayo-Polynesian languages are a major branch of the Austronesian language family spoken across Southeast Asia, Madagascar, and the Pacific, including languages such as Indonesian, Tagalog, Javanese, and Malagasy.
  • D. Visayan languages
    The Visayan languages are a major group of closely related Austronesian languages spoken primarily in the central and southern Philippines, including widely used varieties such as Cebuano, Hiligaynon, and Waray.
  • E. Eastern Malayo-Polynesian languages
    Eastern Malayo-Polynesian languages are a major branch of the Austronesian language family spoken primarily in eastern Indonesia, Melanesia, Micronesia, and Polynesia.
  • 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_69a4948689d08190b3a4a3f388c02148 completed March 1, 2026, 7:33 p.m.
NER Named-entity recognition batch_69a4bf61fadc8190b7b9e23eaa15a61d completed March 1, 2026, 10:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69ae7ebe47f081909d53dead07879b77 completed March 9, 2026, 8:03 a.m.
NEDg Description generation batch_69ae7f56aa7c8190a889d830303cc669 completed March 9, 2026, 8:05 a.m.
NED2 Entity disambiguation (via description) batch_69ae800868948190a5504969c4cabb7d completed March 9, 2026, 8:08 a.m.
Created at: March 1, 2026, 7:47 p.m.