Triple
T21343762
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frio County, Texas |
E526271
|
entity |
| Predicate | hasHighway |
P385
|
FINISHED |
| Object | Farm to Market Road 472 |
—
|
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: Farm to Market Road 472 | Statement: [Frio County, Texas, hasHighway, Farm to Market Road 472]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Farm to Market Road 472 Context triple: [Frio County, Texas, hasHighway, Farm to Market Road 472]
-
A.
Farm to Market Road 720
Farm to Market Road 720 is a state-maintained roadway in North Texas that serves as a key connector for local communities, including the town of Oak Point, to the regional highway network.
-
B.
Farm to Market Road 423
Farm to Market Road 423 is a state-maintained roadway in Texas that serves as a key connector route supporting local and regional traffic in the Dallas–Fort Worth area.
-
C.
Farm to Market Road 429
Farm to Market Road 429 is a Texas state-maintained farm-to-market highway that serves as a local connector route in the Ables Springs area and surrounding rural communities.
-
D.
Farm to Market Road 1472
Farm to Market Road 1472 is a Texas state-maintained secondary highway serving local and commercial traffic in the Laredo area near the U.S.–Mexico border.
-
E.
Farm to Market Road 773
Farm to Market Road 773 is a Texas state-maintained secondary roadway that connects rural communities, including Colfax, to the broader regional highway network.
- 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: Farm to Market Road 472 Target entity description: Farm to Market Road 472 is a Texas state-maintained rural roadway that serves local agricultural and community traffic in and around Frio County.
-
A.
Farm to Market Road 720
Farm to Market Road 720 is a state-maintained roadway in North Texas that serves as a key connector for local communities, including the town of Oak Point, to the regional highway network.
-
B.
Farm to Market Road 423
Farm to Market Road 423 is a state-maintained roadway in Texas that serves as a key connector route supporting local and regional traffic in the Dallas–Fort Worth area.
-
C.
Farm to Market Road 429
Farm to Market Road 429 is a Texas state-maintained farm-to-market highway that serves as a local connector route in the Ables Springs area and surrounding rural communities.
-
D.
Farm to Market Road 1472
Farm to Market Road 1472 is a Texas state-maintained secondary highway serving local and commercial traffic in the Laredo area near the U.S.–Mexico border.
-
E.
Farm to Market Road 773
Farm to Market Road 773 is a Texas state-maintained secondary roadway that connects rural communities, including Colfax, to the broader regional highway network.
- 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_69e0b51c33048190ab27cede74ef798c |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e8a8515bc48190b79f80e505550cd5 |
completed | April 22, 2026, 10:52 a.m. |
Created at: April 16, 2026, 4:44 p.m.