Triple
T4429433
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Province of Cebu |
E95287
|
entity |
| Predicate | hasHighlyUrbanizedCityWithin |
P316
|
FINISHED |
| Object |
Cebu City
Cebu City is a major highly urbanized city in the Central Visayas region of the Philippines, known as the country’s oldest city and a key economic, cultural, and educational hub.
|
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: [Province of Cebu, hasHighlyUrbanizedCityWithin, Cebu City]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cebu City Context triple: [Province of Cebu, hasHighlyUrbanizedCityWithin, 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: [Province of Cebu, hasHighlyUrbanizedCityWithin, Cebu City]
Generated description
Cebu City is a major highly urbanized city in the Central Visayas region of the Philippines, known as the country’s oldest city and a key economic, cultural, and educational hub.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cebu City Target entity description: Cebu City is a major highly urbanized city in the Central Visayas region of the Philippines, known as the country’s oldest city and a key economic, cultural, and educational hub.
-
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.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasHighlyUrbanizedCityWithin Context triple: [Province of Cebu, hasHighlyUrbanizedCityWithin, Cebu City]
-
A.
hasHighestUrbanizationRateIn
Indicates that the subject has the greatest proportion of its population living in urban areas compared to all other entities within the specified object region or group.
-
B.
hasMajorCity
chosen
Indicates that a location possesses at least one city of significant size, importance, or influence within its region or country.
-
C.
containsUrbanArea
Indicates that a geographic region fully or partially encompasses an urbanized area within its boundaries.
-
D.
isUrbanized
Indicates that a place or area has been developed with dense human settlement, infrastructure, and built environment characteristic of a city or town.
-
E.
isSuburbanCityOf
Indicates that one city is a suburban municipality that is part of, or closely associated with, a larger primary city or metropolitan area.
- F. None of above.
Provenance (6 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_69b3453c2a0c8190926b574c90766db9 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35568767c819084d5e18b56a4745e |
completed | March 13, 2026, 12:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf7fbd0bc881908ba07edb75479b97 |
completed | March 22, 2026, 5:35 a.m. |
| NEDg | Description generation | batch_69bf80b1f5bc81909121b515dd7cd582 |
completed | March 22, 2026, 5:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf80ff14d081908a4ce2f75c805dbb |
completed | March 22, 2026, 5:41 a.m. |
| PD | Predicate disambiguation | batch_69b34f5eabe88190a12b244ea71e46d6 |
completed | March 12, 2026, 11:42 p.m. |
Created at: March 12, 2026, 11:30 p.m.