Triple
T13163317
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Texas State Highway 171 |
E312779
|
entity |
| Predicate | category |
P87
|
FINISHED |
| Object |
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.
|
E1024127
|
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 Bosque County, Texas | Statement: [Texas State Highway 171, category, Transportation in Bosque County, Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Transportation in Bosque County, Texas Context triple: [Texas State Highway 171, category, Transportation in Bosque 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.
Parker County Road and Bridge operations
Parker County Road and Bridge operations is the county department responsible for constructing, maintaining, and repairing public roads and related infrastructure within Parker County, Texas.
-
C.
Texas State Highway 199
Texas State Highway 199 is a state highway in Texas that connects the Fort Worth area to communities in Parker and surrounding counties, serving as a key regional transportation route.
-
D.
Town of Cross Roads, Texas
The Town of Cross Roads, Texas, is a small but growing rural-suburban community in North Texas known for its proximity to Lewisville Lake and the Dallas–Fort Worth metroplex.
-
E.
Central Texas Turnpike System
The Central Texas Turnpike System is a network of toll roads in the Austin metropolitan area designed to improve regional mobility and relieve congestion on existing highways.
- 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 Bosque County, Texas Triple: [Texas State Highway 171, category, Transportation in Bosque County, Texas]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Transportation in Bosque County, Texas Target entity description: 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.
-
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.
Parker County Road and Bridge operations
Parker County Road and Bridge operations is the county department responsible for constructing, maintaining, and repairing public roads and related infrastructure within Parker County, Texas.
-
C.
Texas State Highway 199
Texas State Highway 199 is a state highway in Texas that connects the Fort Worth area to communities in Parker and surrounding counties, serving as a key regional transportation route.
-
D.
Town of Cross Roads, Texas
The Town of Cross Roads, Texas, is a small but growing rural-suburban community in North Texas known for its proximity to Lewisville Lake and the Dallas–Fort Worth metroplex.
-
E.
Central Texas Turnpike System
The Central Texas Turnpike System is a network of toll roads in the Austin metropolitan area designed to improve regional mobility and relieve congestion on existing highways.
- 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_69d806ac3ee081909b2fd27d060aa974 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98c0a9d348190909fcf45f9d650e4 |
completed | April 10, 2026, 11:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6eaf4cd788190b74cca51b5219bfb |
completed | May 3, 2026, 6:28 a.m. |
| NEDg | Description generation | batch_69f6eeefa9a08190b042212f24735ca7 |
completed | May 3, 2026, 6:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6ef933f888190880e680f7f4c1c29 |
completed | May 3, 2026, 6:47 a.m. |
Created at: April 9, 2026, 9:13 p.m.