Triple

T18002716
Position Surface form Disambiguated ID Type / Status
Subject STAR Tollway E430666 entity
Predicate hasTollPlaza P3914 FINISHED
Object Sto. Tomas toll plaza
Sto. Tomas toll plaza is a major toll collection point along the STAR Tollway in Batangas, Philippines, serving as a key access gateway to the city of Santo Tomas and nearby areas.
E1300279 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: Sto. Tomas toll plaza | Statement: [STAR Tollway, hasTollPlaza, Sto. Tomas toll plaza]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sto. Tomas toll plaza
Context triple: [STAR Tollway, hasTollPlaza, Sto. Tomas toll plaza]
  • A. Bocaue Toll Plaza
    Bocaue Toll Plaza is a major toll collection facility on the North Luzon Expressway in the Philippines, serving as a key access and control point for vehicular traffic in the Bulacan area.
  • B. Magallanes Interchange
    Magallanes Interchange is a major multi-level road junction in Makati, Metro Manila, serving as a key connection point between EDSA and the South Luzon Expressway.
  • C. Panamericana Sur interchange
    The Panamericana Sur interchange is a major highway junction in Lima, Peru, connecting the Panamericana Sur expressway with key urban arteries and serving as a critical node for regional and city traffic flow.
  • D. San Tomas Expressway
    San Tomas Expressway is a major north–south arterial roadway in Santa Clara County, California, serving as a key commuter route through cities like Santa Clara and Campbell.
  • E. EDSA–Pasig River crossing
    The EDSA–Pasig River crossing is a key transport corridor in Metro Manila where Epifanio de los Santos Avenue (EDSA) spans the Pasig River via major bridges such as the Guadalupe Bridge, facilitating heavy urban traffic between cities.
  • 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: Sto. Tomas toll plaza
Triple: [STAR Tollway, hasTollPlaza, Sto. Tomas toll plaza]
Generated description
Sto. Tomas toll plaza is a major toll collection point along the STAR Tollway in Batangas, Philippines, serving as a key access gateway to the city of Santo Tomas and nearby areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sto. Tomas toll plaza
Target entity description: Sto. Tomas toll plaza is a major toll collection point along the STAR Tollway in Batangas, Philippines, serving as a key access gateway to the city of Santo Tomas and nearby areas.
  • A. Bocaue Toll Plaza
    Bocaue Toll Plaza is a major toll collection facility on the North Luzon Expressway in the Philippines, serving as a key access and control point for vehicular traffic in the Bulacan area.
  • B. Magallanes Interchange
    Magallanes Interchange is a major multi-level road junction in Makati, Metro Manila, serving as a key connection point between EDSA and the South Luzon Expressway.
  • C. Panamericana Sur interchange
    The Panamericana Sur interchange is a major highway junction in Lima, Peru, connecting the Panamericana Sur expressway with key urban arteries and serving as a critical node for regional and city traffic flow.
  • D. San Tomas Expressway
    San Tomas Expressway is a major north–south arterial roadway in Santa Clara County, California, serving as a key commuter route through cities like Santa Clara and Campbell.
  • E. EDSA–Pasig River crossing
    The EDSA–Pasig River crossing is a key transport corridor in Metro Manila where Epifanio de los Santos Avenue (EDSA) spans the Pasig River via major bridges such as the Guadalupe Bridge, facilitating heavy urban traffic between cities.
  • 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_69d8b904530081908bf341d842464856 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4b3ea60608190b977644e946407b7 completed April 19, 2026, 10:52 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0337b4e89c8190aad204abff18635b completed May 12, 2026, 2:22 p.m.
NEDg Description generation batch_6a033ca755e08190aa5003164b49f196 completed May 12, 2026, 2:43 p.m.
NED2 Entity disambiguation (via description) batch_6a033d7a601c8190a4746adfdfffbca8 completed May 12, 2026, 2:47 p.m.
Created at: April 10, 2026, 10:23 a.m.