Triple

T434088
Position Surface form Disambiguated ID Type / Status
Subject Hiligaynon language E9774 entity
Predicate spokenIn P2266 FINISHED
Object Iloilo City
Iloilo City is a highly urbanized city in the Western Visayas region of the Philippines, known as a cultural and economic hub with rich Spanish colonial heritage and vibrant festivals.
E55450 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: Iloilo City | Statement: [Hiligaynon language, spokenIn, Iloilo City]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Iloilo City
Context triple: [Hiligaynon language, spokenIn, Iloilo City]
  • A. Cebu
    Cebu is a major island and province in the central Philippines known for its historic role in Spanish colonization, vibrant urban center Cebu City, and popular beach and dive tourism.
  • 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. Quezon City
    Quezon City is a major urban center in Metro Manila known for hosting many national government institutions, universities, and media networks in the Philippines.
  • D. Manila
    Manila is the capital city of the Philippines, a historic and densely populated coastal metropolis that has long served as the country’s political, economic, and cultural center.
  • E. Metro Manila
    Metro Manila is the densely populated national capital region of the Philippines, encompassing Manila and several surrounding cities as the country’s political, economic, and cultural center.
  • 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: Iloilo City
Triple: [Hiligaynon language, spokenIn, Iloilo City]
Generated description
Iloilo City is a highly urbanized city in the Western Visayas region of the Philippines, known as a cultural and economic hub with rich Spanish colonial heritage and vibrant festivals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Iloilo City
Target entity description: Iloilo City is a highly urbanized city in the Western Visayas region of the Philippines, known as a cultural and economic hub with rich Spanish colonial heritage and vibrant festivals.
  • A. Cebu
    Cebu is a major island and province in the central Philippines known for its historic role in Spanish colonization, vibrant urban center Cebu City, and popular beach and dive tourism.
  • B. Iloilo province chosen
    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. Quezon City
    Quezon City is a major urban center in Metro Manila known for hosting many national government institutions, universities, and media networks in the Philippines.
  • D. Manila
    Manila is the capital city of the Philippines, a historic and densely populated coastal metropolis that has long served as the country’s political, economic, and cultural center.
  • E. Metro Manila
    Metro Manila is the densely populated national capital region of the Philippines, encompassing Manila and several surrounding cities as the country’s political, economic, and cultural center.
  • F. None of above.

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_69a43e6ea6b08190b80a73d43af4a269 completed March 1, 2026, 1:26 p.m.
NEDg Description generation batch_69a440548aec81909ef1be2e8d3bd486 completed March 1, 2026, 1:34 p.m.
NED2 Entity disambiguation (via description) batch_69a440e991408190a2b26a552fec32a8 completed March 1, 2026, 1:36 p.m.
Created at: Feb. 28, 2026, 1:11 p.m.