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.