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)
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.
E1327055 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: 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.
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: Metro Manila Subway (future station in BGC)
Triple: [Fort Bonifacio, plannedTransport, Metro Manila Subway (future station in BGC)]
Generated 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.
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 (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_69d8d38465a0819099b9b42d2a662ac1 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5305e349c8190925166bc3dddb320 completed April 19, 2026, 7:43 p.m.
NED1 Entity disambiguation (via context triple) batch_6a043f26ef7881908b594437995d7cbc completed May 13, 2026, 9:06 a.m.
NEDg Description generation batch_6a044369a6e08190b022d5a85dc8abde completed May 13, 2026, 9:24 a.m.
NED2 Entity disambiguation (via description) batch_6a044bebd01081909b03b9dbb44f0b30 completed May 13, 2026, 10:01 a.m.
PD Predicate disambiguation batch_69e469d05cf4819099baf1665a9cf18a completed April 19, 2026, 5:36 a.m.
Created at: April 10, 2026, 11:34 a.m.