Triple
T5093924
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southwest Houston |
E114820
|
entity |
| Predicate | hasMajorRoad |
P385
|
FINISHED |
| Object |
Southwest Freeway (U.S. Route 59 / Interstate 69)
Southwest Freeway (U.S. Route 59 / Interstate 69) is a major multilane highway corridor in the Houston area that serves as a key commuter and regional route connecting the city to its southwestern suburbs and beyond.
|
E493744
|
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: Southwest Freeway (U.S. Route 59 / Interstate 69) | Statement: [Southwest Houston, hasMajorRoad, Southwest Freeway (U.S. Route 59 / Interstate 69)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Southwest Freeway (U.S. Route 59 / Interstate 69) Context triple: [Southwest Houston, hasMajorRoad, Southwest Freeway (U.S. Route 59 / Interstate 69)]
-
A.
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.
-
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.
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.
-
D.
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.
-
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: Southwest Freeway (U.S. Route 59 / Interstate 69) Triple: [Southwest Houston, hasMajorRoad, Southwest Freeway (U.S. Route 59 / Interstate 69)]
Generated description
Southwest Freeway (U.S. Route 59 / Interstate 69) is a major multilane highway corridor in the Houston area that serves as a key commuter and regional route connecting the city to its southwestern suburbs and beyond.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Southwest Freeway (U.S. Route 59 / Interstate 69) Target entity description: Southwest Freeway (U.S. Route 59 / Interstate 69) is a major multilane highway corridor in the Houston area that serves as a key commuter and regional route connecting the city to its southwestern suburbs and beyond.
-
A.
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.
-
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.
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.
-
D.
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.
-
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_69bd443fc49c819089629c00e311310c |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd75454920819086e09d6055087e40 |
completed | March 20, 2026, 4:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beba76ef188190ab31623d1a44ebb9 |
completed | March 21, 2026, 3:34 p.m. |
| NEDg | Description generation | batch_69bebb8e5f1c819082f0b59e9524d6e8 |
completed | March 21, 2026, 3:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bebc30029081909b5c937308fefcf2 |
completed | March 21, 2026, 3:41 p.m. |
Created at: March 20, 2026, 1:40 p.m.