Triple
T18470175
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fort Bonifacio |
E451273
|
entity |
| Predicate | plannedTransport |
P99657
|
FINISHED |
| Object | Metro Manila Subway (future station in BGC) |
—
|
NE NERFINISHED |
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: Metro Manila Subway (future station in BGC) | Statement: [Fort Bonifacio, plannedTransport, Metro Manila Subway (future station in BGC)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Metro Manila Subway (future station in BGC) Context triple: [Fort Bonifacio, plannedTransport, Metro Manila Subway (future station in BGC)]
-
A.
MRT-3 Ayala Station
MRT-3 Ayala Station is a major elevated train station along EDSA in Makati, Philippines, serving the Ayala Center business and commercial district.
-
B.
MRT-3 Ortigas station
MRT-3 Ortigas station is an elevated rapid transit station on Manila’s Metro Rail Transit Line 3, located along EDSA and providing access to the Ortigas Center business district.
-
C.
Taft Avenue MRT station
Taft Avenue MRT station is a major elevated rail terminus of Manila's Metro Rail Transit Line 3, serving as a key transit hub in Pasay, Philippines.
-
D.
MRT-3 Shaw Boulevard station
MRT-3 Shaw Boulevard station is a major elevated rapid transit stop on Manila’s Metro Rail Transit Line 3, serving as a key access point to the Ortigas Center business district.
-
E.
Alabang station
Alabang station is a commuter rail station in Muntinlupa, Metro Manila, serving as a key stop on the Philippine National Railways network.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Metro Manila Subway (future station in BGC) Target entity description: Metro Manila Subway (future station in BGC) is a planned underground rapid transit station in Bonifacio Global City that will form part of the Philippines’ first subway system in Metro Manila.
-
A.
MRT-3 Ayala Station
MRT-3 Ayala Station is a major elevated train station along EDSA in Makati, Philippines, serving the Ayala Center business and commercial district.
-
B.
MRT-3 Ortigas station
MRT-3 Ortigas station is an elevated rapid transit station on Manila’s Metro Rail Transit Line 3, located along EDSA and providing access to the Ortigas Center business district.
-
C.
Taft Avenue MRT station
Taft Avenue MRT station is a major elevated rail terminus of Manila's Metro Rail Transit Line 3, serving as a key transit hub in Pasay, Philippines.
-
D.
MRT-3 Shaw Boulevard station
MRT-3 Shaw Boulevard station is a major elevated rapid transit stop on Manila’s Metro Rail Transit Line 3, serving as a key access point to the Ortigas Center business district.
-
E.
Alabang station
Alabang station is a commuter rail station in Muntinlupa, Metro Manila, serving as a key stop on the Philippine National Railways network.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: plannedTransport Context triple: [Fort Bonifacio, plannedTransport, Metro Manila Subway (future station in BGC)]
-
A.
transportationPlanned
Indicates that an arrangement has been made for someone or something to be transported from one place to another.
-
B.
plannedTransit
Indicates that a transit or trip has been scheduled or arranged to occur, but has not yet taken place.
-
C.
transportPlanned
Indicates that an arrangement has been made for something or someone to be transported from one place to another.
-
D.
plannedTransportProject
chosen
Indicates that there is a transport-related project that has been conceived and scheduled but not yet implemented.
-
E.
transportationAccessPlan
Indicates that there is a planned or defined arrangement for how transportation services or infrastructure will be accessed or used.
- F. None of above.
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_69d8d38465a0819099b9b42d2a662ac1 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5305e349c8190925166bc3dddb320 |
completed | April 19, 2026, 7:43 p.m. |
| PD | Predicate disambiguation | batch_69e469d05cf4819099baf1665a9cf18a |
completed | April 19, 2026, 5:36 a.m. |
Created at: April 10, 2026, 11:34 a.m.