Triple
T4248798
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lowry Crossing, Texas |
E95792
|
entity |
| Predicate | hasTransportation |
P105
|
FINISHED |
| Object |
Farm to Market Road 546
Farm to Market Road 546 is a Texas state-maintained secondary highway that serves local and regional traffic in and around Lowry Crossing in Collin County.
|
E423220
|
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: Farm to Market Road 546 | Statement: [Lowry Crossing, Texas, hasTransportation, Farm to Market Road 546]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Farm to Market Road 546 Context triple: [Lowry Crossing, Texas, hasTransportation, Farm to Market Road 546]
-
A.
Farm to Market Road 156
Farm to Market Road 156 is a Texas state-maintained farm-to-market highway that connects rural communities and small towns in North Texas to larger regional road networks.
-
B.
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.
-
C.
Farm to Market Road 1389
Farm to Market Road 1389 is a Texas state-maintained farm-to-market roadway that serves local and regional traffic in and around Seagoville.
-
D.
Texas State Highway 45
Texas State Highway 45 is a toll highway forming part of the Austin area’s outer loop, helping to route traffic around the city and connect major regional roadways.
-
E.
Texas State Highway 144
Texas State Highway 144 is a state highway in Texas that runs through north-central parts of the state, connecting communities such as Glen Rose and Granbury and serving as a regional route for local and through traffic.
- 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: Farm to Market Road 546 Triple: [Lowry Crossing, Texas, hasTransportation, Farm to Market Road 546]
Generated description
Farm to Market Road 546 is a Texas state-maintained secondary highway that serves local and regional traffic in and around Lowry Crossing in Collin County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Farm to Market Road 546 Target entity description: Farm to Market Road 546 is a Texas state-maintained secondary highway that serves local and regional traffic in and around Lowry Crossing in Collin County.
-
A.
Farm to Market Road 156
Farm to Market Road 156 is a Texas state-maintained farm-to-market highway that connects rural communities and small towns in North Texas to larger regional road networks.
-
B.
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.
-
C.
Farm to Market Road 1389
Farm to Market Road 1389 is a Texas state-maintained farm-to-market roadway that serves local and regional traffic in and around Seagoville.
-
D.
Texas State Highway 45
Texas State Highway 45 is a toll highway forming part of the Austin area’s outer loop, helping to route traffic around the city and connect major regional roadways.
-
E.
Texas State Highway 144
Texas State Highway 144 is a state highway in Texas that runs through north-central parts of the state, connecting communities such as Glen Rose and Granbury and serving as a regional route for local and through traffic.
- 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_69b3453f759881909b91f01a1e82c036 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b34e9df10881908a2f039773f8afaa |
completed | March 12, 2026, 11:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5a87fdca481908bd2c80b10d0dd3d |
completed | March 14, 2026, 6:27 p.m. |
| NEDg | Description generation | batch_69b5a917d4a88190864441f95706964e |
completed | March 14, 2026, 6:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5a96967ec8190aa86e735808211fd |
completed | March 14, 2026, 6:31 p.m. |
Created at: March 12, 2026, 11:06 p.m.