Triple

T17045765
Position Surface form Disambiguated ID Type / Status
Subject Baliuag E413563 entity
Predicate hasBusTerminal P5891 FINISHED
Object Baliwag Transit terminal
Baliwag Transit terminal is a major provincial bus station in Baliuag, Philippines, serving as a key hub for routes connecting Bulacan and surrounding regions to Metro Manila and other provinces.
E1248306 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: Baliwag Transit terminal | Statement: [Baliuag, hasBusTerminal, Baliwag Transit terminal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Baliwag Transit terminal
Context triple: [Baliuag, hasBusTerminal, Baliwag Transit terminal]
  • A. Baclaran station
    Baclaran station is a major elevated light rail transit station in Parañaque, Metro Manila, serving as the southern gateway for commuters traveling along Manila’s LRT Line 1 corridor.
  • B. Alabang station
    Alabang station is a commuter rail station in Muntinlupa, Metro Manila, serving as a key stop on the Philippine National Railways network.
  • C. 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.
  • D. 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.
  • E. Peñablanca station
    Peñablanca station is a passenger rail stop on Chile’s Valparaíso Metro system serving the Peñablanca area in the Valparaíso Region.
  • 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: Baliwag Transit terminal
Triple: [Baliuag, hasBusTerminal, Baliwag Transit terminal]
Generated description
Baliwag Transit terminal is a major provincial bus station in Baliuag, Philippines, serving as a key hub for routes connecting Bulacan and surrounding regions to Metro Manila and other provinces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Baliwag Transit terminal
Target entity description: Baliwag Transit terminal is a major provincial bus station in Baliuag, Philippines, serving as a key hub for routes connecting Bulacan and surrounding regions to Metro Manila and other provinces.
  • A. Baclaran station
    Baclaran station is a major elevated light rail transit station in Parañaque, Metro Manila, serving as the southern gateway for commuters traveling along Manila’s LRT Line 1 corridor.
  • B. Alabang station
    Alabang station is a commuter rail station in Muntinlupa, Metro Manila, serving as a key stop on the Philippine National Railways network.
  • C. 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.
  • D. 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.
  • E. Peñablanca station
    Peñablanca station is a passenger rail stop on Chile’s Valparaíso Metro system serving the Peñablanca area in the Valparaíso Region.
  • 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_69d886cd18288190b006abab23f811b7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3da9d7e988190a5e3991c7123f9b0 completed April 18, 2026, 7:25 p.m.
NED1 Entity disambiguation (via context triple) batch_6a01233cd3d48190b002951881ef670b completed May 11, 2026, 12:30 a.m.
NEDg Description generation batch_6a0124f158a08190a803b37378a2c253 completed May 11, 2026, 12:38 a.m.
NED2 Entity disambiguation (via description) batch_6a012569322081908b60694851d50e4b completed May 11, 2026, 12:40 a.m.
Created at: April 10, 2026, 5:33 a.m.