Triple
T7202978
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North Luzon Expressway |
E148593
|
entity |
| Predicate | hasTerminus |
P388
|
FINISHED |
| Object |
Balintawak, Quezon City
Balintawak, Quezon City is a major urban district in Quezon City, Metro Manila, known as a key transport hub and gateway between Metro Manila and northern Luzon.
|
E649074
|
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: Balintawak, Quezon City | Statement: [North Luzon Expressway, hasTerminus, Balintawak, Quezon City]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Balintawak, Quezon City Context triple: [North Luzon Expressway, hasTerminus, Balintawak, Quezon City]
-
A.
Fairview, Quezon City
Fairview, Quezon City is a large residential and commercial district on the northern side of Quezon City in Metro Manila, known for its suburban communities, shopping centers, and proximity to the La Mesa Watershed and Ecopark.
-
B.
Loyola Heights, Quezon City
Loyola Heights, Quezon City is an upscale residential and educational district in Quezon City, Metro Manila, known for its universities, exclusive subdivisions, and vibrant commercial areas.
-
C.
Central Bicutan
Central Bicutan is a barangay (administrative district) located within the city of Taguig in Metro Manila, Philippines.
-
D.
Sampaloc, Manila
Sampaloc, Manila is a central district of Manila, Philippines, known as an educational hub that hosts several major universities and colleges.
-
E.
Plaridel, Quezon
Plaridel, Quezon is a coastal municipality in the province of Quezon, Philippines, known for its fishing communities and access to the waters of Lamon Bay.
- 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: Balintawak, Quezon City Triple: [North Luzon Expressway, hasTerminus, Balintawak, Quezon City]
Generated description
Balintawak, Quezon City is a major urban district in Quezon City, Metro Manila, known as a key transport hub and gateway between Metro Manila and northern Luzon.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Balintawak, Quezon City Target entity description: Balintawak, Quezon City is a major urban district in Quezon City, Metro Manila, known as a key transport hub and gateway between Metro Manila and northern Luzon.
-
A.
Fairview, Quezon City
Fairview, Quezon City is a large residential and commercial district on the northern side of Quezon City in Metro Manila, known for its suburban communities, shopping centers, and proximity to the La Mesa Watershed and Ecopark.
-
B.
Loyola Heights, Quezon City
Loyola Heights, Quezon City is an upscale residential and educational district in Quezon City, Metro Manila, known for its universities, exclusive subdivisions, and vibrant commercial areas.
-
C.
Central Bicutan
Central Bicutan is a barangay (administrative district) located within the city of Taguig in Metro Manila, Philippines.
-
D.
Sampaloc, Manila
Sampaloc, Manila is a central district of Manila, Philippines, known as an educational hub that hosts several major universities and colleges.
-
E.
Plaridel, Quezon
Plaridel, Quezon is a coastal municipality in the province of Quezon, Philippines, known for its fishing communities and access to the waters of Lamon Bay.
- F. None of above. chosen
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_69c687e8cf188190b5f3ecffd681f04e |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6e94a9ee4819086de79fcdfa1836a |
completed | March 27, 2026, 8:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7bfb5e27c8190867fb4968dea2e4e |
completed | March 28, 2026, 11:47 a.m. |
| NEDg | Description generation | batch_69c7c0e45cc48190bea1daf65e5650b3 |
completed | March 28, 2026, 11:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7c13e64208190ba76f5c6a0df40db |
completed | March 28, 2026, 11:53 a.m. |
Created at: March 27, 2026, 2:52 p.m.