Triple

T1585561
Position Surface form Disambiguated ID Type / Status
Subject Bisayan languages subgroup E34056 entity
Predicate hasMember P10 FINISHED
Object Karay-a language
The Karay-a language is an Austronesian language spoken primarily in the Western Visayas region of the Philippines, particularly in the province of Antique and neighboring areas.
 E179460 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: Karay-a language | Statement: [Bisayan languages subgroup, hasMember, Karay-a language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Karay-a language
Context triple: [Bisayan languages subgroup, hasMember, Karay-a language]
  • A. Karao language
    The Karao language is an Austronesian language spoken by the Karao people in the Cordillera region of northern Luzon in the Philippines.
  • B. Kayan language
    The Kayan language is an Austronesian language spoken by the Kayan people of Borneo, particularly in parts of Indonesia and Malaysia.
  • C. Kayeli language
    The Kayeli language is an Austronesian language once spoken on Buru Island in Indonesia, now critically endangered or possibly extinct.
  • D. Cabiyari language
    The Cabiyari language is an indigenous Arawakan language spoken by the Cabiyari people of the northwestern Amazon region.
  • E. Yola language
    The Yola language was an extinct West Germanic language once spoken in County Wexford, Ireland, that preserved many archaic features derived from early English settlers.
  • 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: Karay-a language
Triple: [Bisayan languages subgroup, hasMember, Karay-a language]
Generated description
The Karay-a language is an Austronesian language spoken primarily in the Western Visayas region of the Philippines, particularly in the province of Antique and neighboring areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Karay-a language
Target entity description: The Karay-a language is an Austronesian language spoken primarily in the Western Visayas region of the Philippines, particularly in the province of Antique and neighboring areas.
  • A. Karao language
    The Karao language is an Austronesian language spoken by the Karao people in the Cordillera region of northern Luzon in the Philippines.
  • B. Kayan language
    The Kayan language is an Austronesian language spoken by the Kayan people of Borneo, particularly in parts of Indonesia and Malaysia.
  • C. Kayeli language
    The Kayeli language is an Austronesian language once spoken on Buru Island in Indonesia, now critically endangered or possibly extinct.
  • D. Cabiyari language
    The Cabiyari language is an indigenous Arawakan language spoken by the Cabiyari people of the northwestern Amazon region.
  • E. Yola language
    The Yola language was an extinct West Germanic language once spoken in County Wexford, Ireland, that preserved many archaic features derived from early English settlers.
  • 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_69a885fceb2c8190b47e0f7c0aefbff0 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a908f3b5f48190bd5eff3ce81c5ffb completed March 5, 2026, 4:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad4037bbdc81909bcf9c5c7a7f5de5 completed March 8, 2026, 9:24 a.m.
NEDg Description generation batch_69ad40e7db808190a94dd9932ea8d6c4 completed March 8, 2026, 9:27 a.m.
NED2 Entity disambiguation (via description) batch_69ad417fa778819092ebabad8bdcddd3 completed March 8, 2026, 9:29 a.m.
Created at: March 4, 2026, 7:27 p.m.