Triple
T20904596
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Texas State Highway 91 |
E514759
|
entity |
| Predicate | category |
P87
|
FINISHED |
| Object |
Transportation in Grayson County, Texas
Transportation in Grayson County, Texas encompasses the network of highways, local roads, and related infrastructure that connect communities within the county and link it to the broader North Texas region.
|
E1456876
|
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: Transportation in Grayson County, Texas | Statement: [Texas State Highway 91, category, Transportation in Grayson County, Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Transportation in Grayson County, Texas Context triple: [Texas State Highway 91, category, Transportation in Grayson County, Texas]
-
A.
Transportation in Fannin County, Texas
Transportation in Fannin County, Texas encompasses the network of highways, local roads, and related infrastructure that connect the county’s communities with the broader North Texas region.
-
B.
Transportation in Bosque County, Texas
Transportation in Bosque County, Texas encompasses the network of highways, roads, and related infrastructure that connect communities within the county to the broader Central Texas region.
-
C.
Grayson County, Texas
Grayson County, Texas is a county in north Texas along the Oklahoma border, known for its county seat Sherman, the city of Denison, and its location near Lake Texoma.
-
D.
Waco Transit System
Waco Transit System is the public transportation agency serving the city of Waco, Texas, operating local bus routes and related transit services.
-
E.
Texas Department of Transportation
The Texas Department of Transportation is the state agency responsible for planning, building, and maintaining Texas’s highway system and other key transportation infrastructure.
- 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: Transportation in Grayson County, Texas Triple: [Texas State Highway 91, category, Transportation in Grayson County, Texas]
Generated description
Transportation in Grayson County, Texas encompasses the network of highways, local roads, and related infrastructure that connect communities within the county and link it to the broader North Texas region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Transportation in Grayson County, Texas Target entity description: Transportation in Grayson County, Texas encompasses the network of highways, local roads, and related infrastructure that connect communities within the county and link it to the broader North Texas region.
-
A.
Transportation in Fannin County, Texas
Transportation in Fannin County, Texas encompasses the network of highways, local roads, and related infrastructure that connect the county’s communities with the broader North Texas region.
-
B.
Transportation in Bosque County, Texas
Transportation in Bosque County, Texas encompasses the network of highways, roads, and related infrastructure that connect communities within the county to the broader Central Texas region.
-
C.
Grayson County, Texas
Grayson County, Texas is a county in north Texas along the Oklahoma border, known for its county seat Sherman, the city of Denison, and its location near Lake Texoma.
-
D.
Waco Transit System
Waco Transit System is the public transportation agency serving the city of Waco, Texas, operating local bus routes and related transit services.
-
E.
Texas Department of Transportation
The Texas Department of Transportation is the state agency responsible for planning, building, and maintaining Texas’s highway system and other key transportation infrastructure.
- 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_69e0b4f8a1108190bce3d31331290ced |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6e8ff36488190987ecdfcbed4220c |
completed | April 21, 2026, 3:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0918d86e0c8190b72886c8eefeee7f |
completed | May 17, 2026, 1:24 a.m. |
| NEDg | Description generation | batch_6a091aa1c728819086154d9975acb981 |
completed | May 17, 2026, 1:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a091b17eec481908b0da1432856efbf |
completed | May 17, 2026, 1:34 a.m. |
Created at: April 16, 2026, 12:47 p.m.