Triple
T21343763
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frio County, Texas |
E526271
|
entity |
| Predicate | hasHighway |
P385
|
FINISHED |
| Object |
Farm to Market Road 581
Farm to Market Road 581 is a Texas state-maintained rural roadway that connects agricultural areas and small communities, including those in Frio County, to larger highway networks.
|
E1479308
|
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 581 | Statement: [Frio County, Texas, hasHighway, Farm to Market Road 581]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Farm to Market Road 581 Context triple: [Frio County, Texas, hasHighway, Farm to Market Road 581]
-
A.
Farm to Market Road 518
Farm to Market Road 518 is a significant east–west roadway in the Greater Houston area that serves as a primary commercial and commuter route through cities such as League City and Pearland in Texas.
-
B.
Farm to Market Road 848
Farm to Market Road 848 is a Texas state-maintained farm-to-market roadway that serves local traffic and provides access to the community of Whitehouse in Smith County.
-
C.
Farm to Market Road 813
Farm to Market Road 813 is a state-maintained rural highway in Texas that connects the unincorporated community of Rockett with nearby towns and regional routes.
-
D.
Farm to Market Road 850
Farm to Market Road 850 is a Texas state-maintained secondary roadway serving rural areas near Tyler and connecting local communities to larger regional routes.
-
E.
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.
- 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 581 Triple: [Frio County, Texas, hasHighway, Farm to Market Road 581]
Generated description
Farm to Market Road 581 is a Texas state-maintained rural roadway that connects agricultural areas and small communities, including those in Frio County, to larger highway networks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Farm to Market Road 581 Target entity description: Farm to Market Road 581 is a Texas state-maintained rural roadway that connects agricultural areas and small communities, including those in Frio County, to larger highway networks.
-
A.
Farm to Market Road 518
Farm to Market Road 518 is a significant east–west roadway in the Greater Houston area that serves as a primary commercial and commuter route through cities such as League City and Pearland in Texas.
-
B.
Farm to Market Road 848
Farm to Market Road 848 is a Texas state-maintained farm-to-market roadway that serves local traffic and provides access to the community of Whitehouse in Smith County.
-
C.
Farm to Market Road 813
Farm to Market Road 813 is a state-maintained rural highway in Texas that connects the unincorporated community of Rockett with nearby towns and regional routes.
-
D.
Farm to Market Road 850
Farm to Market Road 850 is a Texas state-maintained secondary roadway serving rural areas near Tyler and connecting local communities to larger regional routes.
-
E.
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.
- 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.