Triple
T19030923
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arca South |
E465732
|
entity |
| Predicate | hasPlannedTransportProject |
P99657
|
FINISHED |
| Object |
Taguig Integrated Terminal Exchange
Taguig Integrated Terminal Exchange is a planned major intermodal transport hub in Taguig City intended to centralize and streamline bus and other public transport services for Metro Manila and nearby provinces.
|
E1354794
|
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: Taguig Integrated Terminal Exchange | Statement: [Arca South, hasPlannedTransportProject, Taguig Integrated Terminal Exchange]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Taguig Integrated Terminal Exchange Context triple: [Arca South, hasPlannedTransportProject, Taguig Integrated Terminal Exchange]
-
A.
Ninoy Aquino International Airport
Ninoy Aquino International Airport is the primary international gateway serving Metro Manila and one of the busiest airports in the Philippines.
-
B.
World Trade Center Metro Manila
World Trade Center Metro Manila is a major exhibition and convention center in Pasay City that hosts trade shows, conferences, and large-scale events.
-
C.
Terminal 2 (Ninoy Aquino International Airport)
Terminal 2 of Ninoy Aquino International Airport is a major passenger terminal in Manila primarily serving as the hub for Philippine Airlines’ domestic and international flights.
-
D.
Subic Bay International Airport
Subic Bay International Airport is a commercial and cargo airport in the Subic Bay Freeport Zone in the Philippines, developed from a former U.S. naval air station.
-
E.
Taguig
Taguig is a highly urbanized city in Metro Manila in the Philippines, known for the Bonifacio Global City (BGC) business district and rapid commercial and residential development.
- 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: Taguig Integrated Terminal Exchange Triple: [Arca South, hasPlannedTransportProject, Taguig Integrated Terminal Exchange]
Generated description
Taguig Integrated Terminal Exchange is a planned major intermodal transport hub in Taguig City intended to centralize and streamline bus and other public transport services for Metro Manila and nearby provinces.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Taguig Integrated Terminal Exchange Target entity description: Taguig Integrated Terminal Exchange is a planned major intermodal transport hub in Taguig City intended to centralize and streamline bus and other public transport services for Metro Manila and nearby provinces.
-
A.
Ninoy Aquino International Airport
Ninoy Aquino International Airport is the primary international gateway serving Metro Manila and one of the busiest airports in the Philippines.
-
B.
World Trade Center Metro Manila
World Trade Center Metro Manila is a major exhibition and convention center in Pasay City that hosts trade shows, conferences, and large-scale events.
-
C.
Terminal 2 (Ninoy Aquino International Airport)
Terminal 2 of Ninoy Aquino International Airport is a major passenger terminal in Manila primarily serving as the hub for Philippine Airlines’ domestic and international flights.
-
D.
Subic Bay International Airport
Subic Bay International Airport is a commercial and cargo airport in the Subic Bay Freeport Zone in the Philippines, developed from a former U.S. naval air station.
-
E.
Taguig
Taguig is a highly urbanized city in Metro Manila in the Philippines, known for the Bonifacio Global City (BGC) business district and rapid commercial and residential development.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasPlannedTransportProject Context triple: [Arca South, hasPlannedTransportProject, Taguig Integrated Terminal Exchange]
-
A.
plannedTransportProject
chosen
Indicates that there is a transport-related project that has been conceived and scheduled but not yet implemented.
-
B.
hasPlannedProjects
Indicates that an entity is associated with projects that are intended or scheduled to be carried out in the future.
-
C.
hasPlannedTrain
Indicates that an entity is associated with a train that is scheduled or planned to operate, rather than one currently in service.
-
D.
transportationPlanned
Indicates that an arrangement has been made for someone or something to be transported from one place to another.
-
E.
hasMetroOrTransitProject
Indicates that there exists a metro or public transit project associated with, planned for, or implemented by the referenced entity.
- F. None of above.
Provenance (6 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_69d8dd0359648190bc2a9202c5cf29d2 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5d7404d748190bcb51692fb822fd4 |
completed | April 20, 2026, 7:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05be59f0088190ae133c2d12beb2c0 |
completed | May 14, 2026, 12:21 p.m. |
| NEDg | Description generation | batch_6a05bf20c800819084e54a34574cb630 |
completed | May 14, 2026, 12:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05bf8bd1cc8190a67b98eb43b4d850 |
completed | May 14, 2026, 12:26 p.m. |
| PD | Predicate disambiguation | batch_69e4a2fd80c081908237317a3a883e1c |
completed | April 19, 2026, 9:40 a.m. |
Created at: April 10, 2026, 12:02 p.m.