Triple

T19030924
Position Surface form Disambiguated ID Type / Status
Subject Arca South E465732 entity
Predicate hasPlannedTransportProject P99657 FINISHED
Object FTI station of the North–South Commuter Railway
FTI station of the North–South Commuter Railway is a planned commuter rail stop in Taguig, Metro Manila, intended to serve the emerging mixed-use district of Arca South and its surrounding areas.
E1354795 NE FINISHED

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: FTI station of the North–South Commuter Railway | Statement: [Arca South, hasPlannedTransportProject, FTI station of the North–South Commuter Railway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FTI station of the North–South Commuter Railway
Context triple: [Arca South, hasPlannedTransportProject, FTI station of the North–South Commuter Railway]
  • A. San Jose del Monte station
    San Jose del Monte station is the planned northern terminal station of Manila’s MRT Line 7, intended to serve the city of San Jose del Monte in Bulacan, Philippines.
  • 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. Gil Puyat station
    Gil Puyat station is a Manila Light Rail Transit (LRT-1) station in Pasay City serving the busy Gil Puyat Avenue area and nearby commercial and transport hubs.
  • D. Alabang station
    Alabang station is a commuter rail station in Muntinlupa, Metro Manila, serving as a key stop on the Philippine National Railways network.
  • E. 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.
  • 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: FTI station of the North–South Commuter Railway
Triple: [Arca South, hasPlannedTransportProject, FTI station of the North–South Commuter Railway]
Generated description
FTI station of the North–South Commuter Railway is a planned commuter rail stop in Taguig, Metro Manila, intended to serve the emerging mixed-use district of Arca South and its surrounding areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FTI station of the North–South Commuter Railway
Target entity description: FTI station of the North–South Commuter Railway is a planned commuter rail stop in Taguig, Metro Manila, intended to serve the emerging mixed-use district of Arca South and its surrounding areas.
  • A. San Jose del Monte station
    San Jose del Monte station is the planned northern terminal station of Manila’s MRT Line 7, intended to serve the city of San Jose del Monte in Bulacan, Philippines.
  • 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. Gil Puyat station
    Gil Puyat station is a Manila Light Rail Transit (LRT-1) station in Pasay City serving the busy Gil Puyat Avenue area and nearby commercial and transport hubs.
  • D. Alabang station
    Alabang station is a commuter rail station in Muntinlupa, Metro Manila, serving as a key stop on the Philippine National Railways network.
  • E. 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.
  • F. None of above. chosen

Provenance (5 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.
Created at: April 10, 2026, 12:02 p.m.