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.