Triple
T22142487
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liberty Hill, Texas |
E547197
|
entity |
| Predicate | transportationCorridor |
P385
|
FINISHED |
| Object | U.S. Highway 183 corridor (nearby) |
—
|
NE NERFINISHED |
How this triple was built (3 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: U.S. Highway 183 corridor (nearby) | Statement: [Liberty Hill, Texas, transportationCorridor, U.S. Highway 183 corridor (nearby)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Highway 183 corridor (nearby) Context triple: [Liberty Hill, Texas, transportationCorridor, U.S. Highway 183 corridor (nearby)]
-
A.
U.S. Route 281 (nearby)
U.S. Route 281 is a major north–south United States highway that runs from the Mexican border in Texas through the central U.S. to the Canadian border, serving as a key alternative to Interstate 35.
-
B.
U.S. Highway 63 (nearby)
U.S. Highway 63 is a major north–south United States highway running through the central part of the country, connecting several Midwestern and Southern states.
-
C.
U.S. Route 15 (nearby)
U.S. Route 15 is a major north–south U.S. highway running from South Carolina to New York, serving as an important regional corridor through central Pennsylvania.
-
D.
U.S. Highway 34 (nearby)
U.S. Highway 34 is a major east–west U.S. highway that runs from Colorado through the Great Plains and Midwest, providing access to Rocky Mountain National Park and connecting numerous communities across several states.
-
E.
Texas State Highway 303 (nearby corridors)
Texas State Highway 303 is a regional roadway in the Dallas–Fort Worth area that serves as a nearby transportation corridor for communities such as Everman, Texas.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Highway 183 corridor (nearby) Target entity description: The U.S. Highway 183 corridor is a major north–south transportation route in central Texas that connects communities like Liberty Hill to the greater Austin metropolitan area and other regional destinations.
-
A.
U.S. Route 281 (nearby)
U.S. Route 281 is a major north–south United States highway that runs from the Mexican border in Texas through the central U.S. to the Canadian border, serving as a key alternative to Interstate 35.
-
B.
U.S. Highway 63 (nearby)
U.S. Highway 63 is a major north–south United States highway running through the central part of the country, connecting several Midwestern and Southern states.
-
C.
U.S. Route 15 (nearby)
U.S. Route 15 is a major north–south U.S. highway running from South Carolina to New York, serving as an important regional corridor through central Pennsylvania.
-
D.
U.S. Highway 34 (nearby)
U.S. Highway 34 is a major east–west U.S. highway that runs from Colorado through the Great Plains and Midwest, providing access to Rocky Mountain National Park and connecting numerous communities across several states.
-
E.
Texas State Highway 303 (nearby corridors)
Texas State Highway 303 is a regional roadway in the Dallas–Fort Worth area that serves as a nearby transportation corridor for communities such as Everman, Texas.
- F. None of above. chosen
Provenance (2 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_69e11e3a95d88190a3bd80d9471976c3 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f129bf78108190b50d937917258693 |
completed | April 28, 2026, 9:42 p.m. |
Created at: April 16, 2026, 8:32 p.m.