Triple
T11854882
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Texas State Highway 71 |
E282009
|
entity |
| Predicate | passesThrough |
P225
|
FINISHED |
| Object |
Llano, Texas
Llano, Texas is a small historic city in the Texas Hill Country known for its scenic river setting, granite outcrops, and role as the county seat of Llano County.
|
E1021350
|
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: Llano, Texas | Statement: [Texas State Highway 71, passesThrough, Llano, Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Llano, Texas Context triple: [Texas State Highway 71, passesThrough, Llano, Texas]
-
A.
Lorena, Texas
Lorena, Texas is a small city in Central Texas that functions as a suburban community within the Waco metropolitan area.
-
B.
Lantana, Texas
Lantana, Texas is a master-planned residential community in Denton County known for its suburban neighborhoods, golf course, and family-oriented amenities within the Dallas–Fort Worth metroplex.
-
C.
Blanco, Texas
Blanco, Texas is a small Hill Country town in central Texas known for its historic square, access to Blanco State Park on the Blanco River, and location between Austin and San Antonio.
-
D.
Lavon, Texas
Lavon, Texas is a small city in Collin County that forms part of the Dallas–Fort Worth metropolitan area and lies near Lake Lavon in northeastern Texas.
-
E.
Leo, Texas
Leo, Texas is a small rural unincorporated community located in Cooke County in north-central Texas.
- 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: Llano, Texas Triple: [Texas State Highway 71, passesThrough, Llano, Texas]
Generated description
Llano, Texas is a small historic city in the Texas Hill Country known for its scenic river setting, granite outcrops, and role as the county seat of Llano County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Llano, Texas Target entity description: Llano, Texas is a small historic city in the Texas Hill Country known for its scenic river setting, granite outcrops, and role as the county seat of Llano County.
-
A.
Lorena, Texas
Lorena, Texas is a small city in Central Texas that functions as a suburban community within the Waco metropolitan area.
-
B.
Lantana, Texas
Lantana, Texas is a master-planned residential community in Denton County known for its suburban neighborhoods, golf course, and family-oriented amenities within the Dallas–Fort Worth metroplex.
-
C.
Blanco, Texas
Blanco, Texas is a small Hill Country town in central Texas known for its historic square, access to Blanco State Park on the Blanco River, and location between Austin and San Antonio.
-
D.
Lavon, Texas
Lavon, Texas is a small city in Collin County that forms part of the Dallas–Fort Worth metropolitan area and lies near Lake Lavon in northeastern Texas.
-
E.
Leo, Texas
Leo, Texas is a small rural unincorporated community located in Cooke County in north-central Texas.
- 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_69d6ab287ba48190a5178779fd19b9b7 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a697f4108190af984932d2118472 |
completed | April 10, 2026, 7:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6e2527570819092314ee0a678e53c |
completed | May 3, 2026, 5:51 a.m. |
| NEDg | Description generation | batch_69f6e32bf5508190b4dc58971f8f64d0 |
completed | May 3, 2026, 5:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6e407dd988190b928b8931985a815 |
completed | May 3, 2026, 5:58 a.m. |
Created at: April 8, 2026, 9:43 p.m.