Triple

T2054319
Position Surface form Disambiguated ID Type / Status
Subject Binisaya E45639 entity
Predicate majorCityWhereSpoken P35609 FINISHED
Object Cebu City
Cebu City is a highly urbanized city in the Central Visayas region of the Philippines, known as a major economic, educational, and cultural hub and often called the "Queen City of the South."
E46197 NE FINISHED

How this triple was built (5 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: Cebu City | Statement: [Binisaya, majorCityWhereSpoken, Cebu City]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cebu City
Context triple: [Binisaya, majorCityWhereSpoken, Cebu 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. Cagayan de Oro
    Cagayan de Oro is a highly urbanized city in Northern Mindanao, Philippines, known as a regional economic hub and gateway to the island’s northern corridor.
  • C. Davao City
    Davao City is a major urban center in the southern Philippines known for its economic hub status, proximity to Mount Apo, and reputation as one of the country’s safest and most progressive cities.
  • D. Iloilo City
    Iloilo City is a highly urbanized coastal city in the central Philippines known as a commercial, educational, and cultural hub of the Western Visayas region.
  • E. Lapu-Lapu City
    Lapu-Lapu City is a highly urbanized city in the province of Cebu in the Philippines, known for its historical significance as the site of the Battle of Mactan and as a major tourism and economic hub.
  • 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: Cebu City
Triple: [Binisaya, majorCityWhereSpoken, Cebu City]
Generated description
Cebu City is a highly urbanized city in the Central Visayas region of the Philippines, known as a major economic, educational, and cultural hub and often called the "Queen City of the South."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cebu City
Target entity description: Cebu City is a highly urbanized city in the Central Visayas region of the Philippines, known as a major economic, educational, and cultural hub and often called the "Queen City of the South."
  • A. Cebu chosen
    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. Cagayan de Oro
    Cagayan de Oro is a highly urbanized city in Northern Mindanao, Philippines, known as a regional economic hub and gateway to the island’s northern corridor.
  • C. Davao City
    Davao City is a major urban center in the southern Philippines known for its economic hub status, proximity to Mount Apo, and reputation as one of the country’s safest and most progressive cities.
  • D. Iloilo City
    Iloilo City is a highly urbanized coastal city in the central Philippines known as a commercial, educational, and cultural hub of the Western Visayas region.
  • E. Lapu-Lapu City
    Lapu-Lapu City is a highly urbanized city in the province of Cebu in the Philippines, known for its historical significance as the site of the Battle of Mactan and as a major tourism and economic hub.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: majorCityWhereSpoken
Context triple: [Binisaya, majorCityWhereSpoken, Cebu City]
  • A. isWidelySpokenIn
    Indicates that a language is spoken by a large portion of the population across many regions or communities within a specified area.
  • B. majorityLanguageOf
    Indicates that a given language is the primary or most widely spoken language within a specified group, region, or entity.
  • C. primaryCity
    Indicates that one city serves as the main or most important city associated with a given region, entity, or context.
  • D. nearestMajorCity
    Indicates that one city is the closest significant urban center to another location or city compared to all other major cities.
  • E. otherMajorCity
    Indicates that one city is another major city associated with or comparable in importance or status to the first city.
  • F. None of above. chosen

Provenance (7 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_69a8891a19508190a12ef1e192308dcb completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb9a8518081909ba95a8ef9321f12 completed March 7, 2026, 5:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae5181998c819098dd5a7fd3c5757c completed March 9, 2026, 4:50 a.m.
NEDg Description generation batch_69ae5306e2b0819082da3279b30c78b1 completed March 9, 2026, 4:56 a.m.
NED2 Entity disambiguation (via description) batch_69ae537692688190be564b3d4dff23ee completed March 9, 2026, 4:58 a.m.
PD Predicate disambiguation batch_69abb7abba508190b872f345d3ba51bb completed March 7, 2026, 5:29 a.m.
PDg Predicate description generation batch_69abb94ec400819097596732aabed854 completed March 7, 2026, 5:36 a.m.
Created at: March 4, 2026, 7:39 p.m.