Triple
T397852
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dallas–Fort Worth metroplex |
E9212
|
entity |
| Predicate | hasMajorHighway |
P385
|
FINISHED |
| Object |
Sam Rayburn Tollway
Sam Rayburn Tollway is a major north–south toll highway in the Dallas–Fort Worth area of Texas that serves as a key commuter and regional traffic corridor.
|
E53018
|
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: Sam Rayburn Tollway | Statement: [Dallas–Fort Worth metroplex, hasMajorHighway, Sam Rayburn Tollway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sam Rayburn Tollway Context triple: [Dallas–Fort Worth metroplex, hasMajorHighway, Sam Rayburn Tollway]
-
A.
I-355 (Veterans Memorial Tollway)
I-355, known as the Veterans Memorial Tollway, is a major north–south toll highway in the Chicago metropolitan area that helps connect suburban communities and relieve traffic congestion.
-
B.
President George Bush Turnpike
President George Bush Turnpike is a major toll highway encircling much of the northern Dallas–Fort Worth area, serving as a key beltway and traffic artery in the region.
-
C.
Interstate 45
Interstate 45 is a major north–south U.S. highway in Texas that connects the cities of Dallas and Houston.
-
D.
Dan Ryan Expressway
The Dan Ryan Expressway is a major Chicago freeway that carries Interstate 90/94 traffic through the city’s South Side.
-
E.
Lincoln Way
Lincoln Way is a major east–west thoroughfare in San Francisco that runs along the southern edge of Golden Gate Park.
- 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: Sam Rayburn Tollway Triple: [Dallas–Fort Worth metroplex, hasMajorHighway, Sam Rayburn Tollway]
Generated description
Sam Rayburn Tollway is a major north–south toll highway in the Dallas–Fort Worth area of Texas that serves as a key commuter and regional traffic corridor.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sam Rayburn Tollway Target entity description: Sam Rayburn Tollway is a major north–south toll highway in the Dallas–Fort Worth area of Texas that serves as a key commuter and regional traffic corridor.
-
A.
I-355 (Veterans Memorial Tollway)
I-355, known as the Veterans Memorial Tollway, is a major north–south toll highway in the Chicago metropolitan area that helps connect suburban communities and relieve traffic congestion.
-
B.
President George Bush Turnpike
President George Bush Turnpike is a major toll highway encircling much of the northern Dallas–Fort Worth area, serving as a key beltway and traffic artery in the region.
-
C.
Interstate 45
Interstate 45 is a major north–south U.S. highway in Texas that connects the cities of Dallas and Houston.
-
D.
Dan Ryan Expressway
The Dan Ryan Expressway is a major Chicago freeway that carries Interstate 90/94 traffic through the city’s South Side.
-
E.
Lincoln Way
Lincoln Way is a major east–west thoroughfare in San Francisco that runs along the southern edge of Golden Gate Park.
- 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_69a2e8004cb88190b92ed1add6abf41a |
completed | Feb. 28, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69a2ec8bcf708190b62e15806159ceb1 |
completed | Feb. 28, 2026, 1:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4239e5bcc8190918c5c90c77898c9 |
completed | March 1, 2026, 11:31 a.m. |
| NEDg | Description generation | batch_69a424379bb0819083311897914399d3 |
completed | March 1, 2026, 11:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a424967b788190a772b5eb11032aca |
completed | March 1, 2026, 11:35 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.