Triple
T4461650
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Spring, Texas |
E98267
|
entity |
| Predicate | locatedNear |
P294
|
FINISHED |
| Object | Grand Parkway (Texas State Highway 99) |
E411555
|
NE FINISHED |
How this triple was built (2 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: Grand Parkway (Texas State Highway 99) | Statement: [Spring, Texas, locatedNear, Grand Parkway (Texas State Highway 99)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grand Parkway (Texas State Highway 99) Context triple: [Spring, Texas, locatedNear, Grand Parkway (Texas State Highway 99)]
-
A.
State Highway 99 (Grand Parkway)
chosen
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.
-
B.
Southwest Highway
Southwest Highway is a major arterial road in the Chicago metropolitan area that runs through suburbs such as Oak Lawn, Illinois.
-
C.
MoPac Expressway
MoPac Expressway is a major north–south highway in Austin, Texas, that serves as a key commuter route along the city’s western side.
-
D.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69b3454a7c608190944f5455c8031d73 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35674f718819089388c3924dd1414 |
completed | March 13, 2026, 12:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6284b90708190b557b66bd7533f4e |
completed | March 15, 2026, 3:32 a.m. |
Created at: March 12, 2026, 11:34 p.m.