Triple

T20234756
Position Surface form Disambiguated ID Type / Status
Subject Cebu–Cordova Link Expressway E495619 entity
Predicate serves P98 FINISHED
Object Cebu City
Cebu City is a major urban center in the central Philippines, known as the "Queen City of the South" and serving as a key hub for commerce, culture, and tourism in the Visayas region.
E46197 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: Cebu City | Statement: [Cebu–Cordova Link Expressway, serves, Cebu City]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cebu City
Context triple: [Cebu–Cordova Link Expressway, serves, 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. Iloilo
    Iloilo is a province in the Philippines known for its rich Spanish colonial heritage, vibrant festivals like Dinagyang, and its capital city Iloilo City, a major cultural and economic hub in the Visayas.
  • 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: [Cebu–Cordova Link Expressway, serves, Cebu City]
Generated description
Cebu City is a major urban center in the central Philippines, known as the "Queen City of the South" and serving as a key hub for commerce, culture, and tourism in the Visayas region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cebu City
Target entity description: Cebu City is a major urban center in the central Philippines, known as the "Queen City of the South" and serving as a key hub for commerce, culture, and tourism in the Visayas region.
  • 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. Iloilo
    Iloilo is a province in the Philippines known for its rich Spanish colonial heritage, vibrant festivals like Dinagyang, and its capital city Iloilo City, a major cultural and economic hub in the Visayas.
  • 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_69da626cff80819097b530718a7c98b6 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e67167fae88190a26ff10d698174f8 completed April 20, 2026, 6:33 p.m.
NED1 Entity disambiguation (via context triple) batch_6a092f9e7f188190b2a87c40d8fe55dc completed May 17, 2026, 3:01 a.m.
NEDg Description generation batch_6a09315ef2288190ae63098b44b2c403 completed May 17, 2026, 3:09 a.m.
NED2 Entity disambiguation (via description) batch_6a0931c67cfc8190a44e6de85764bbb2 completed May 17, 2026, 3:11 a.m.
Created at: April 11, 2026, 11:40 p.m.