Triple
T4335063
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Calabarzon |
E97442
|
entity |
| Predicate | transportInfrastructure |
P1777
|
FINISHED |
| Object |
STAR Tollway
STAR Tollway is a major expressway in the Calabarzon region of the Philippines that connects Batangas City to Santo Tomas and links with the South Luzon Expressway.
|
E430666
|
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: STAR Tollway | Statement: [Calabarzon, transportInfrastructure, STAR Tollway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: STAR Tollway Context triple: [Calabarzon, transportInfrastructure, STAR Tollway]
-
A.
Tri-State Tollway
The Tri-State Tollway is a major toll highway in northeastern Illinois that forms part of the I-294 beltway around the Chicago metropolitan area.
-
B.
Dallas North Tollway
Dallas North Tollway is a major north–south toll road in the Dallas–Fort Worth metroplex that connects downtown Dallas with its northern suburbs.
-
C.
Indiana Toll Road
The Indiana Toll Road is a major east–west highway running across northern Indiana, forming part of the Interstate 80/90 corridor and providing a key link between the Chicago area and the Ohio Turnpike.
-
D.
Dulles Toll Road
The Dulles Toll Road is a major tolled highway in Northern Virginia that provides a primary commuter and airport access route between the Washington, D.C. region and Washington Dulles International Airport.
-
E.
Illinois Tollway
Illinois Tollway is the state agency that operates and maintains the network of toll highways in northern Illinois.
- 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: STAR Tollway Triple: [Calabarzon, transportInfrastructure, STAR Tollway]
Generated description
STAR Tollway is a major expressway in the Calabarzon region of the Philippines that connects Batangas City to Santo Tomas and links with the South Luzon Expressway.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: STAR Tollway Target entity description: STAR Tollway is a major expressway in the Calabarzon region of the Philippines that connects Batangas City to Santo Tomas and links with the South Luzon Expressway.
-
A.
Tri-State Tollway
The Tri-State Tollway is a major toll highway in northeastern Illinois that forms part of the I-294 beltway around the Chicago metropolitan area.
-
B.
Dallas North Tollway
Dallas North Tollway is a major north–south toll road in the Dallas–Fort Worth metroplex that connects downtown Dallas with its northern suburbs.
-
C.
Indiana Toll Road
The Indiana Toll Road is a major east–west highway running across northern Indiana, forming part of the Interstate 80/90 corridor and providing a key link between the Chicago area and the Ohio Turnpike.
-
D.
Dulles Toll Road
The Dulles Toll Road is a major tolled highway in Northern Virginia that provides a primary commuter and airport access route between the Washington, D.C. region and Washington Dulles International Airport.
-
E.
Illinois Tollway
Illinois Tollway is the state agency that operates and maintains the network of toll highways in northern Illinois.
- 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_69b3454662a481908fbcd0bbfaa3a0a4 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35152bfc88190ab5d53ca38f98d8a |
completed | March 12, 2026, 11:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5d0a9967481908828ceeb76ce4cbf |
completed | March 14, 2026, 9:18 p.m. |
| NEDg | Description generation | batch_69b5d14748108190a6f5d4aebaa83ed6 |
completed | March 14, 2026, 9:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5d1b610888190bccace493224c373 |
completed | March 14, 2026, 9:23 p.m. |
Created at: March 12, 2026, 11:14 p.m.