Triple
T12319188
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Araneta Center–Cubao LRT station |
E293682
|
entity |
| Predicate | servesNeighborhood |
P82
|
FINISHED |
| Object | Cubao commercial district |
E56239
|
NE FINISHED |
How this triple was built (2 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: Cubao commercial district | Statement: [Araneta Center–Cubao LRT station, servesNeighborhood, Cubao commercial district]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cubao commercial district Context triple: [Araneta Center–Cubao LRT station, servesNeighborhood, Cubao commercial district]
-
A.
Cubao
chosen
Cubao is a major commercial and transport hub in Quezon City, Metro Manila, known for its shopping centers, bus terminals, and entertainment venues.
-
B.
Makati Central Business District
Makati Central Business District is the primary financial and commercial hub of Metro Manila, known for its concentration of corporate headquarters, upscale malls, and high-rise office towers.
-
C.
Ortigas Center
Ortigas Center is a major mixed-use central business district in the Philippines known for its corporate offices, shopping malls, and high-rise developments.
-
D.
Alabang commercial district
Alabang commercial district is a major business and lifestyle hub in southern Metro Manila, known for its upscale malls, offices, and residential developments.
-
E.
Central Bicutan
Central Bicutan is a barangay (administrative district) located within the city of Taguig in Metro Manila, Philippines.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6ab6ae0dc8190b1522a9c1c55c114 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d93f4ab1b88190979a8403a430a17c |
completed | April 10, 2026, 6:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f684ce31808190b66bd0ba1d9d2862 |
completed | May 2, 2026, 11:12 p.m. |
Created at: April 8, 2026, 9:53 p.m.