Triple
T19807761
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rosharon, Texas |
E475858
|
entity |
| Predicate | transportationAccess |
P941
|
FINISHED |
| Object |
Farm to Market Road 521
Farm to Market Road 521 is a Texas state roadway that serves as a key regional connector for rural communities and suburban areas south of Houston.
|
E1395521
|
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 521 | Statement: [Rosharon, Texas, transportationAccess, Farm to Market Road 521]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Farm to Market Road 521 Context triple: [Rosharon, Texas, transportationAccess, Farm to Market Road 521]
-
A.
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.
-
B.
Farm to Market Road 51
Farm to Market Road 51 is a Texas state-maintained farm-to-market highway that connects rural communities and agricultural areas to larger towns and road networks in North Texas.
-
C.
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.
-
D.
Farm to Market Road 321
Farm to Market Road 321 is a Texas state-maintained farm-to-market roadway that serves rural communities in the region, including the community of Montalba.
-
E.
Farm to Market Road 121
Farm to Market Road 121 is a state-maintained roadway in Texas that serves as a primary transportation route through the city of Gunter and surrounding rural areas.
- 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 521 Triple: [Rosharon, Texas, transportationAccess, Farm to Market Road 521]
Generated description
Farm to Market Road 521 is a Texas state roadway that serves as a key regional connector for rural communities and suburban areas south of Houston.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Farm to Market Road 521 Target entity description: Farm to Market Road 521 is a Texas state roadway that serves as a key regional connector for rural communities and suburban areas south of Houston.
-
A.
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.
-
B.
Farm to Market Road 51
Farm to Market Road 51 is a Texas state-maintained farm-to-market highway that connects rural communities and agricultural areas to larger towns and road networks in North Texas.
-
C.
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.
-
D.
Farm to Market Road 321
Farm to Market Road 321 is a Texas state-maintained farm-to-market roadway that serves rural communities in the region, including the community of Montalba.
-
E.
Farm to Market Road 121
Farm to Market Road 121 is a state-maintained roadway in Texas that serves as a primary transportation route through the city of Gunter and surrounding rural areas.
- 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_69d8e51bc4208190a1c57d8c5d1b15e4 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e65428f5c48190be6ae0d6a77675d2 |
completed | April 20, 2026, 4:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07c50e7bbc81908808e8e734f6a360 |
completed | May 16, 2026, 1:14 a.m. |
| NEDg | Description generation | batch_6a07c6c26e708190aeb42569dc5e107c |
completed | May 16, 2026, 1:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07c7549de08190916e3e48125beebb |
completed | May 16, 2026, 1:24 a.m. |
Created at: April 10, 2026, 1:49 p.m.