Triple

T434092
Position Surface form Disambiguated ID Type / Status
Subject Hiligaynon language E9774 entity
Predicate spokenIn P2266 FINISHED
Object South Cotabato
South Cotabato is a province in the southern Philippines on the island of Mindanao, known for its culturally diverse population, agricultural economy, and scenic highland landscapes.
E57495 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: South Cotabato | Statement: [Hiligaynon language, spokenIn, South Cotabato]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: South Cotabato
Context triple: [Hiligaynon language, spokenIn, South Cotabato]
  • A. Caraga
    Caraga is an administrative region in northeastern Mindanao in the Philippines, known for its rich natural resources, coastal landscapes, and significant Cebuano-speaking population.
  • B. Iloilo province
    Iloilo province is a province in the Western Visayas region of the Philippines known for its rich cultural heritage, historic churches, and vibrant coastal and agricultural communities.
  • C. Zamboanga Peninsula
    Zamboanga Peninsula is a region in western Mindanao in the southern Philippines known for its cultural diversity, coastal cities, and mix of languages including Cebuano and Chavacano.
  • D. Negros Oriental
    Negros Oriental is a province in the Central Visayas region of the Philippines, known for its coastal cities, diverse marine life, and use of Cebuano as a major local language.
  • E. Negros Occidental
    Negros Occidental is a province in the Western Visayas region of the Philippines, known for its sugarcane industry, rich cultural heritage, and vibrant Hiligaynon-speaking population.
  • 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: South Cotabato
Triple: [Hiligaynon language, spokenIn, South Cotabato]
Generated description
South Cotabato is a province in the southern Philippines on the island of Mindanao, known for its culturally diverse population, agricultural economy, and scenic highland landscapes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: South Cotabato
Target entity description: South Cotabato is a province in the southern Philippines on the island of Mindanao, known for its culturally diverse population, agricultural economy, and scenic highland landscapes.
  • A. Caraga
    Caraga is an administrative region in northeastern Mindanao in the Philippines, known for its rich natural resources, coastal landscapes, and significant Cebuano-speaking population.
  • B. Iloilo province
    Iloilo province is a province in the Western Visayas region of the Philippines known for its rich cultural heritage, historic churches, and vibrant coastal and agricultural communities.
  • C. Zamboanga Peninsula
    Zamboanga Peninsula is a region in western Mindanao in the southern Philippines known for its cultural diversity, coastal cities, and mix of languages including Cebuano and Chavacano.
  • D. Negros Oriental
    Negros Oriental is a province in the Central Visayas region of the Philippines, known for its coastal cities, diverse marine life, and use of Cebuano as a major local language.
  • E. Negros Occidental
    Negros Occidental is a province in the Western Visayas region of the Philippines, known for its sugarcane industry, rich cultural heritage, and vibrant Hiligaynon-speaking population.
  • 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_69a2e801e1d48190b505d1dd336b52ac completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2ef0a008c8190ae0aa25e4df9c35f completed Feb. 28, 2026, 1:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69a44f522acc81909d16527bd08e458d completed March 1, 2026, 2:38 p.m.
NEDg Description generation batch_69a44fd970d881909ed3ae28debf4760 completed March 1, 2026, 2:40 p.m.
NED2 Entity disambiguation (via description) batch_69a4506c3d4881908eb97e489e4b9078 completed March 1, 2026, 2:42 p.m.
Created at: Feb. 28, 2026, 1:11 p.m.