Triple

T14502287
Position Surface form Disambiguated ID Type / Status
Subject Bontoc E340172 entity
Predicate languageGroup P3349 FINISHED
Object Bontok-Kankanay languages
The Bontok-Kankanay languages are a subgroup of closely related Austronesian languages spoken by indigenous communities in the Cordillera region of northern Luzon in the Philippines.
E1102620 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: Bontok-Kankanay languages | Statement: [Bontoc, languageGroup, Bontok-Kankanay languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bontok-Kankanay languages
Context triple: [Bontoc, languageGroup, Bontok-Kankanay languages]
  • A. Manobo languages
    The Manobo languages are a group of closely related Austronesian languages spoken primarily by various Manobo ethnic groups in Mindanao in the southern Philippines.
  • B. Tagbanwa languages
    Tagbanwa languages are a group of closely related Austronesian languages spoken by the Tagbanwa people of Palawan in the Philippines, known for their association with one of the country’s indigenous scripts.
  • C. Palawano languages
    The Palawano languages are a group of closely related Austronesian languages spoken primarily by the Palawano people on the island of Palawan in the Philippines.
  • D. Saluan–Banggai languages
    The Saluan–Banggai languages are a subgroup of Austronesian languages spoken primarily in Central Sulawesi and surrounding islands in Indonesia.
  • E. Mangyan languages
    The Mangyan languages are a group of closely related Austronesian languages spoken by the indigenous Mangyan peoples of Mindoro in 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: Bontok-Kankanay languages
Triple: [Bontoc, languageGroup, Bontok-Kankanay languages]
Generated description
The Bontok-Kankanay languages are a subgroup of closely related Austronesian languages spoken by indigenous communities in the Cordillera region of northern Luzon in the Philippines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bontok-Kankanay languages
Target entity description: The Bontok-Kankanay languages are a subgroup of closely related Austronesian languages spoken by indigenous communities in the Cordillera region of northern Luzon in the Philippines.
  • A. Manobo languages
    The Manobo languages are a group of closely related Austronesian languages spoken primarily by various Manobo ethnic groups in Mindanao in the southern Philippines.
  • B. Tagbanwa languages
    Tagbanwa languages are a group of closely related Austronesian languages spoken by the Tagbanwa people of Palawan in the Philippines, known for their association with one of the country’s indigenous scripts.
  • C. Palawano languages
    The Palawano languages are a group of closely related Austronesian languages spoken primarily by the Palawano people on the island of Palawan in the Philippines.
  • D. Saluan–Banggai languages
    The Saluan–Banggai languages are a subgroup of Austronesian languages spoken primarily in Central Sulawesi and surrounding islands in Indonesia.
  • E. Mangyan languages
    The Mangyan languages are a group of closely related Austronesian languages spoken by the indigenous Mangyan peoples of Mindoro in the Philippines.
  • 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_69d822d9c0408190b9a2b3643e58bb4d completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69de94e0f9048190a2d266cfa4f9dfb6 completed April 14, 2026, 7:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd6d9b6f7481908b7eb76226a93545 completed May 8, 2026, 4:59 a.m.
NEDg Description generation batch_69fd6efed3108190a524c64adf740303 completed May 8, 2026, 5:05 a.m.
NED2 Entity disambiguation (via description) batch_69fd6f8648408190aed910a7f269abee completed May 8, 2026, 5:07 a.m.
Created at: April 10, 2026, 1:21 a.m.