Triple
T1035556
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frisco, Texas |
E22352
|
entity |
| Predicate | majorHighway |
P385
|
FINISHED |
| Object |
State Highway 121
State Highway 121 is a key north–south roadway in the Dallas–Fort Worth metroplex that serves as a major commuter and commercial corridor through rapidly growing suburbs such as Frisco, Texas.
|
E619415
|
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: State Highway 121 | Statement: [Frisco, Texas, majorHighway, State Highway 121]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: State Highway 121 Context triple: [Frisco, Texas, majorHighway, State Highway 121]
-
A.
Federal Highway 136
Federal Highway 136 is a Mexican federal roadway that serves as a key regional route connecting the city of Texcoco with other parts of central Mexico.
-
B.
California State Route 191
California State Route 191 is a short state highway in Butte County, California, connecting State Route 70 to the community of Paradise.
-
C.
U.S. Route 190
U.S. Route 190 is an east–west U.S. Highway running across Texas and Louisiana, connecting cities such as Brady, Austin’s vicinity, and Baton Rouge.
-
D.
National Highway 152
National Highway 152 is a major Indian roadway in the state of Haryana that connects several key towns and facilitates regional transportation and commerce.
-
E.
State Road 12
State Road 12 is a state highway in Florida that runs through the Florida Panhandle, connecting rural communities and serving as a regional east–west route.
- 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: State Highway 121 Triple: [Frisco, Texas, majorHighway, State Highway 121]
Generated description
State Highway 121 is a key north–south roadway in the Dallas–Fort Worth metroplex that serves as a major commuter and commercial corridor through rapidly growing suburbs such as Frisco, Texas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: State Highway 121 Target entity description: State Highway 121 is a key north–south roadway in the Dallas–Fort Worth metroplex that serves as a major commuter and commercial corridor through rapidly growing suburbs such as Frisco, Texas.
-
A.
Federal Highway 136
Federal Highway 136 is a Mexican federal roadway that serves as a key regional route connecting the city of Texcoco with other parts of central Mexico.
-
B.
California State Route 191
California State Route 191 is a short state highway in Butte County, California, connecting State Route 70 to the community of Paradise.
-
C.
U.S. Route 190
U.S. Route 190 is an east–west U.S. Highway running across Texas and Louisiana, connecting cities such as Brady, Austin’s vicinity, and Baton Rouge.
-
D.
National Highway 152
National Highway 152 is a major Indian roadway in the state of Haryana that connects several key towns and facilitates regional transportation and commerce.
-
E.
State Road 12
State Road 12 is a state highway in Florida that runs through the Florida Panhandle, connecting rural communities and serving as a regional east–west route.
- 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_69a493d848848190aed4011b34b2e8d3 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b816272c8190a12e470c4d4ebcf9 |
completed | March 1, 2026, 10:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c71a548f8081909e347a1c7cd4e9fc |
completed | March 28, 2026, 12:01 a.m. |
| NEDg | Description generation | batch_69c71afc2e9081909bd633d353a2c487 |
completed | March 28, 2026, 12:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c71b5b9b64819089aae86b0b52665c |
completed | March 28, 2026, 12:05 a.m. |
Created at: March 1, 2026, 7:41 p.m.