Triple

T3199639
Position Surface form Disambiguated ID Type / Status
Subject Philippine languages E67018 entity
Predicate includesLanguage P2177 FINISHED
Object Bolinao
Bolinao is a minority Austronesian language spoken primarily in the town of Bolinao and nearby areas in Pangasinan province, Philippines.
E336296 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: Bolinao | Statement: [Philippine languages, includesLanguage, Bolinao]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bolinao
Context triple: [Philippine languages, includesLanguage, Bolinao]
  • A. Lake Sebu
    Lake Sebu is a scenic highland lake and cultural heartland of the T'boli people in South Cotabato, Mindanao, known for its waterfalls, traditional weaving, and eco-cultural tourism.
  • B. Laguna de Bay
    Laguna de Bay is the largest freshwater lake in the Philippines, located southeast of Metro Manila on the island of Luzon and serving as a vital resource for fisheries, irrigation, and flood control.
  • C. Panay Gulf
    Panay Gulf is a body of water in the central Philippines that separates Panay Island from Negros Island and connects to the Sulu Sea.
  • D. Davao Gulf
    Davao Gulf is a large inlet of the Philippine Sea in southeastern Mindanao, known for its rich marine biodiversity and as a key fishing and shipping area for the surrounding provinces and Davao City.
  • E. Manila Bay
    Manila Bay is a natural harbor on the western coast of Luzon in the Philippines, historically significant as a strategic maritime gateway and site of major naval battles.
  • 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: Bolinao
Triple: [Philippine languages, includesLanguage, Bolinao]
Generated description
Bolinao is a minority Austronesian language spoken primarily in the town of Bolinao and nearby areas in Pangasinan province, Philippines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bolinao
Target entity description: Bolinao is a minority Austronesian language spoken primarily in the town of Bolinao and nearby areas in Pangasinan province, Philippines.
  • A. Lake Sebu
    Lake Sebu is a scenic highland lake and cultural heartland of the T'boli people in South Cotabato, Mindanao, known for its waterfalls, traditional weaving, and eco-cultural tourism.
  • B. Laguna de Bay
    Laguna de Bay is the largest freshwater lake in the Philippines, located southeast of Metro Manila on the island of Luzon and serving as a vital resource for fisheries, irrigation, and flood control.
  • C. Panay Gulf
    Panay Gulf is a body of water in the central Philippines that separates Panay Island from Negros Island and connects to the Sulu Sea.
  • D. Davao Gulf
    Davao Gulf is a large inlet of the Philippine Sea in southeastern Mindanao, known for its rich marine biodiversity and as a key fishing and shipping area for the surrounding provinces and Davao City.
  • E. Manila Bay
    Manila Bay is a natural harbor on the western coast of Luzon in the Philippines, historically significant as a strategic maritime gateway and site of major naval battles.
  • 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_69ad8589bd988190afa7ed2bdffb7b33 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada9ad4b1c8190bc6ad0f025f238c8 completed March 8, 2026, 4:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69b24bbdc9908190b5d8328f6fbc6002 completed March 12, 2026, 5:14 a.m.
NEDg Description generation batch_69b25034bc4481909c860099cc1aa311 completed March 12, 2026, 5:33 a.m.
NED2 Entity disambiguation (via description) batch_69b251458ab48190a374f910103763f2 completed March 12, 2026, 5:38 a.m.
Created at: March 8, 2026, 3:07 p.m.