Triple
T21343761
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frio County, Texas |
E526271
|
entity |
| Predicate | hasHighway |
P385
|
FINISHED |
| Object |
Farm to Market Road 140
Farm to Market Road 140 is a Texas state-maintained rural roadway that serves local communities and agricultural areas in and around Frio County.
|
E1479307
|
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 140 | Statement: [Frio County, Texas, hasHighway, Farm to Market Road 140]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Farm to Market Road 140 Context triple: [Frio County, Texas, hasHighway, Farm to Market Road 140]
-
A.
Farm to Market Road 16
Farm to Market Road 16 is a Texas state-maintained farm-to-market highway that connects rural communities and agricultural areas to larger road networks.
-
B.
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.
-
C.
Farm to Market Road 517
Farm to Market Road 517 is a Texas state-maintained farm-to-market highway that runs through Galveston and Brazoria counties, serving communities such as Dickinson and Alvin.
-
D.
Farm to Market Road 917
Farm to Market Road 917 is a Texas state-maintained farm-to-market highway serving local and regional traffic in the area around Joshua, Texas.
-
E.
Farm to Market Road 1765
Farm to Market Road 1765 is a state-maintained roadway in Texas that serves as a key connector through the Texas City area, linking local industry, neighborhoods, and major 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: Farm to Market Road 140 Triple: [Frio County, Texas, hasHighway, Farm to Market Road 140]
Generated description
Farm to Market Road 140 is a Texas state-maintained rural roadway that serves local communities and agricultural areas in and around Frio County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Farm to Market Road 140 Target entity description: Farm to Market Road 140 is a Texas state-maintained rural roadway that serves local communities and agricultural areas in and around Frio County.
-
A.
Farm to Market Road 16
Farm to Market Road 16 is a Texas state-maintained farm-to-market highway that connects rural communities and agricultural areas to larger road networks.
-
B.
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.
-
C.
Farm to Market Road 517
Farm to Market Road 517 is a Texas state-maintained farm-to-market highway that runs through Galveston and Brazoria counties, serving communities such as Dickinson and Alvin.
-
D.
Farm to Market Road 917
Farm to Market Road 917 is a Texas state-maintained farm-to-market highway serving local and regional traffic in the area around Joshua, Texas.
-
E.
Farm to Market Road 1765
Farm to Market Road 1765 is a state-maintained roadway in Texas that serves as a key connector through the Texas City area, linking local industry, neighborhoods, and major 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_69e0b51c33048190ab27cede74ef798c |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e8a8515bc48190b79f80e505550cd5 |
completed | April 22, 2026, 10:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09a5c8c9808190810982de97320df3 |
completed | May 17, 2026, 11:26 a.m. |
| NEDg | Description generation | batch_6a09a6848c1c8190992ae7cdfeabdcf8 |
completed | May 17, 2026, 11:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09aae23f2c81908f08d290277e22f9 |
completed | May 17, 2026, 11:47 a.m. |
Created at: April 16, 2026, 4:44 p.m.