Triple
T4082632
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Richmond, Texas |
E87510
|
entity |
| Predicate | majorHighway |
P385
|
FINISHED |
| Object |
State Highway 99 (Grand Parkway)
State Highway 99, known as the Grand Parkway, is a large outer beltway encircling the Houston metropolitan area and serving as a major regional transportation corridor.
|
E411555
|
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: State Highway 99 (Grand Parkway) | Statement: [Richmond, Texas, majorHighway, State Highway 99 (Grand Parkway)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: State Highway 99 (Grand Parkway) Context triple: [Richmond, Texas, majorHighway, State Highway 99 (Grand Parkway)]
-
A.
Southwest Highway
Southwest Highway is a major arterial road in the Chicago metropolitan area that runs through suburbs such as Oak Lawn, Illinois.
-
B.
North Central Expressway (US 75)
North Central Expressway (US 75) is a major north–south freeway running through the Dallas–Fort Worth area of Texas, serving as a key transportation corridor for commuters and regional traffic.
-
C.
Texas State Highway 183
Texas State Highway 183 is a major east–west roadway in the Dallas–Fort Worth metropolitan area that serves as a key commuter and freight corridor connecting several cities and highways across North Texas.
-
D.
Texas State Highway 45
Texas State Highway 45 is a toll highway forming part of the Austin area’s outer loop, helping to route traffic around the city and connect major regional roadways.
-
E.
Texas State Highway 59
Texas State Highway 59 is a state-maintained roadway in Texas that serves as a regional connector route through several North Texas counties, including Cooke County.
- 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: State Highway 99 (Grand Parkway) Triple: [Richmond, Texas, majorHighway, State Highway 99 (Grand Parkway)]
Generated description
State Highway 99, known as the Grand Parkway, is a large outer beltway encircling the Houston metropolitan area and serving as a major regional transportation corridor.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: State Highway 99 (Grand Parkway) Target entity description: State Highway 99, known as the Grand Parkway, is a large outer beltway encircling the Houston metropolitan area and serving as a major regional transportation corridor.
-
A.
Southwest Highway
Southwest Highway is a major arterial road in the Chicago metropolitan area that runs through suburbs such as Oak Lawn, Illinois.
-
B.
North Central Expressway (US 75)
North Central Expressway (US 75) is a major north–south freeway running through the Dallas–Fort Worth area of Texas, serving as a key transportation corridor for commuters and regional traffic.
-
C.
Texas State Highway 183
Texas State Highway 183 is a major east–west roadway in the Dallas–Fort Worth metropolitan area that serves as a key commuter and freight corridor connecting several cities and highways across North Texas.
-
D.
Texas State Highway 45
Texas State Highway 45 is a toll highway forming part of the Austin area’s outer loop, helping to route traffic around the city and connect major regional roadways.
-
E.
Texas State Highway 59
Texas State Highway 59 is a state-maintained roadway in Texas that serves as a regional connector route through several North Texas counties, including Cooke County.
- 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_69aed9435cf48190ad1da737c962d19d |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefc7933b481909bb3e02c6c04c8ee |
completed | March 9, 2026, 4:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b562c6456081908cca823ebb13936a |
completed | March 14, 2026, 1:29 p.m. |
| NEDg | Description generation | batch_69b563b5cc108190bb9684abafa608af |
completed | March 14, 2026, 1:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5646606f08190930451ac372154cd |
completed | March 14, 2026, 1:36 p.m. |
Created at: March 9, 2026, 3:39 p.m.