Triple
T9159931
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lakeway, Texas |
E219793
|
entity |
| Predicate | transportationAccess |
P941
|
FINISHED |
| Object |
Ranch to Market Road 620
Ranch to Market Road 620 is a major Texas roadway in the Austin–Lakeway area that serves as a key suburban commuter and commercial corridor.
|
E786616
|
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: Ranch to Market Road 620 | Statement: [Lakeway, Texas, transportationAccess, Ranch to Market Road 620]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ranch to Market Road 620 Context triple: [Lakeway, Texas, transportationAccess, Ranch to Market Road 620]
-
A.
Texas State Highway 190
Texas State Highway 190, commonly known as the President George Bush Turnpike, is a major east–west toll roadway in the Dallas–Fort Worth metropolitan area of Texas.
-
B.
Yaqui Pass Road
Yaqui Pass Road is a scenic desert roadway in Anza-Borrego Desert State Park in Southern California, known for connecting Borrego Springs with the park’s southern regions.
-
C.
Texas State Highway 242
Texas State Highway 242 is an east–west state highway in southeastern Texas that serves as a major corridor through Montgomery County, connecting Interstate 45 with U.S. Highway 59 and providing access to The Woodlands and surrounding communities.
-
D.
Texas State Highway 56
Texas State Highway 56 is a state highway in northern Texas that serves as a key east–west route through cities such as Sherman.
-
E.
Texas State Highway 152
Texas State Highway 152 is a state highway in the Texas Panhandle that serves as an important east–west route connecting several communities, including Pampa.
- 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: Ranch to Market Road 620 Triple: [Lakeway, Texas, transportationAccess, Ranch to Market Road 620]
Generated description
Ranch to Market Road 620 is a major Texas roadway in the Austin–Lakeway area that serves as a key suburban commuter and commercial corridor.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ranch to Market Road 620 Target entity description: Ranch to Market Road 620 is a major Texas roadway in the Austin–Lakeway area that serves as a key suburban commuter and commercial corridor.
-
A.
Texas State Highway 190
Texas State Highway 190, commonly known as the President George Bush Turnpike, is a major east–west toll roadway in the Dallas–Fort Worth metropolitan area of Texas.
-
B.
Yaqui Pass Road
Yaqui Pass Road is a scenic desert roadway in Anza-Borrego Desert State Park in Southern California, known for connecting Borrego Springs with the park’s southern regions.
-
C.
Texas State Highway 242
Texas State Highway 242 is an east–west state highway in southeastern Texas that serves as a major corridor through Montgomery County, connecting Interstate 45 with U.S. Highway 59 and providing access to The Woodlands and surrounding communities.
-
D.
Texas State Highway 56
Texas State Highway 56 is a state highway in northern Texas that serves as a key east–west route through cities such as Sherman.
-
E.
Texas State Highway 152
Texas State Highway 152 is a state highway in the Texas Panhandle that serves as an important east–west route connecting several communities, including Pampa.
- 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_69ca83e3633c81908688a9fa2306ba99 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cca9d953c081908d21f363801aaae4 |
completed | April 1, 2026, 5:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d07768fcd48190b7d4181e57f49753 |
completed | April 4, 2026, 2:28 a.m. |
| NEDg | Description generation | batch_69d07ba6ca3881909aa43516a3ac0272 |
completed | April 4, 2026, 2:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d07c04ab98819092a2d515c7b1baaa |
completed | April 4, 2026, 2:48 a.m. |
Created at: March 30, 2026, 7:21 p.m.