Triple
T13037252
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | NAIA Expressway |
E326593
|
entity |
| Predicate | accessesBusinessDistrict |
P75875
|
FINISHED |
| Object | Makati Central Business District |
E461135
|
NE FINISHED |
How this triple was built (3 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: Makati Central Business District | Statement: [NAIA Expressway, accessesBusinessDistrict, Makati Central Business District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Makati Central Business District Context triple: [NAIA Expressway, accessesBusinessDistrict, Makati Central Business District]
-
A.
Makati Central Business District
chosen
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.
-
B.
City of Makati
The City of Makati is a highly urbanized Philippine city in Metro Manila known as the country’s leading financial and central business district.
-
C.
Santa Mesa, Manila
Santa Mesa, Manila is a primarily residential and commercial district in the eastern part of Manila, Philippines, known for its dense urban neighborhoods and proximity to major roads and educational institutions.
-
D.
Bonifacio Global City
Bonifacio Global City is a major modern financial and lifestyle district in Metro Manila known for its upscale offices, shopping centers, and vibrant urban development.
-
E.
New Clark City
New Clark City is a planned, modern Philippine metropolis designed to serve as a disaster-resilient, sustainable alternative capital and major economic hub in Central Luzon.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: accessesBusinessDistrict Context triple: [NAIA Expressway, accessesBusinessDistrict, Makati Central Business District]
-
A.
hasBusinessDistrict
Indicates that a place or administrative area contains or includes a designated business district within its boundaries.
-
B.
isInBusinessDistrict
Indicates that an entity is located within a designated business or commercial district area.
-
C.
centralBusiness
Indicates that an entity functions as the primary commercial or economic hub (central business area or role) in relation to another entity.
-
D.
commercialArea
Indicates that the location or region is designated primarily for commercial activities such as businesses, shops, or services.
-
E.
connectsToCommercialArea
chosen
Indicates that one location has a direct link, route, or access path to a commercial area.
- F. None of above.
Provenance (4 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_69d8076cc45c81908123123f43e69266 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d97f2a71a0819098bb6cf8a4b2208a |
completed | April 10, 2026, 10:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6cbd12eec81908ad5dae638c2210e |
completed | May 3, 2026, 4:15 a.m. |
| PD | Predicate disambiguation | batch_69d97dc39a0881908119c62e31bf6182 |
completed | April 10, 2026, 10:46 p.m. |
Created at: April 9, 2026, 8:55 p.m.