Triple
T7203016
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North Luzon Expressway |
E148593
|
entity |
| Predicate | hasTollPlaza |
P3914
|
FINISHED |
| Object |
Tabang Toll Plaza
Tabang Toll Plaza is a major toll collection facility along the North Luzon Expressway in the Philippines, serving as a key access and exit point for motorists traveling between Metro Manila and Central Luzon.
|
E651673
|
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: Tabang Toll Plaza | Statement: [North Luzon Expressway, hasTollPlaza, Tabang Toll Plaza]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tabang Toll Plaza Context triple: [North Luzon Expressway, hasTollPlaza, Tabang 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.
Sitra Causeway
Sitra Causeway is a major roadway bridge in Bahrain that links the island of Sitra to the main island, facilitating key commuter and industrial traffic.
-
C.
Balintawak Cloverleaf
Balintawak Cloverleaf is a major multi-level road interchange in Quezon City, Philippines, connecting EDSA with the North Luzon Expressway and serving as a key gateway between Metro Manila and northern Luzon.
-
D.
Boustead Tunnel
Boustead Tunnel is a key water conveyance tunnel in Colorado that diverts Western Slope water under the Continental Divide to supply the Arkansas River basin.
-
E.
Ōiso Interchange
Ōiso Interchange is a highway junction in Ōiso, Kanagawa Prefecture, Japan, connecting local roads with the regional expressway 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: Tabang Toll Plaza Triple: [North Luzon Expressway, hasTollPlaza, Tabang Toll Plaza]
Generated description
Tabang Toll Plaza is a major toll collection facility along the North Luzon Expressway in the Philippines, serving as a key access and exit point for motorists traveling between Metro Manila and Central Luzon.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tabang Toll Plaza Target entity description: Tabang Toll Plaza is a major toll collection facility along the North Luzon Expressway in the Philippines, serving as a key access and exit point for motorists traveling between Metro Manila and Central Luzon.
-
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.
Sitra Causeway
Sitra Causeway is a major roadway bridge in Bahrain that links the island of Sitra to the main island, facilitating key commuter and industrial traffic.
-
C.
Balintawak Cloverleaf
Balintawak Cloverleaf is a major multi-level road interchange in Quezon City, Philippines, connecting EDSA with the North Luzon Expressway and serving as a key gateway between Metro Manila and northern Luzon.
-
D.
Boustead Tunnel
Boustead Tunnel is a key water conveyance tunnel in Colorado that diverts Western Slope water under the Continental Divide to supply the Arkansas River basin.
-
E.
Ōiso Interchange
Ōiso Interchange is a highway junction in Ōiso, Kanagawa Prefecture, Japan, connecting local roads with the regional expressway network.
- 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_69c687e8cf188190b5f3ecffd681f04e |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6e94a9ee4819086de79fcdfa1836a |
completed | March 27, 2026, 8:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7d37f67bc8190bc11ab16f7cbe909 |
completed | March 28, 2026, 1:11 p.m. |
| NEDg | Description generation | batch_69c7d482aac48190b80e394854977c3a |
completed | March 28, 2026, 1:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7d5137efc81908745cca73b112f0c |
completed | March 28, 2026, 1:18 p.m. |
Created at: March 27, 2026, 2:52 p.m.