Triple
T397853
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dallas–Fort Worth metroplex |
E9212
|
entity |
| Predicate | hasMajorHighway |
P385
|
FINISHED |
| Object |
Chisholm Trail Parkway
Chisholm Trail Parkway is a major toll road in the Dallas–Fort Worth area that connects downtown Fort Worth to suburbs to the southwest, improving regional traffic flow and access.
|
E55069
|
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: Chisholm Trail Parkway | Statement: [Dallas–Fort Worth metroplex, hasMajorHighway, Chisholm Trail Parkway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chisholm Trail Parkway Context triple: [Dallas–Fort Worth metroplex, hasMajorHighway, Chisholm Trail Parkway]
-
A.
Katy Trail
Katy Trail is a popular urban hike-and-bike trail in Dallas, Texas, converted from an old railroad line and known for jogging, cycling, and connecting several city neighborhoods.
-
B.
Interstate 30
Interstate 30 is a major east–west U.S. highway running through Texas and Arkansas, connecting cities such as Dallas and Fort Worth to Little Rock.
-
C.
U.S. Route 75
U.S. Route 75 is a major north–south U.S. Highway running from Texas through the central United States, serving as a key transportation corridor for cities such as Dallas.
-
D.
Interstate 40
Interstate 40 is a major east–west transcontinental highway in the United States that stretches from California to North Carolina, passing through several key cities and states.
-
E.
North County Trailway
North County Trailway is a paved multi-use rail trail in Westchester County, New York, popular for walking, running, and cycling along a former railroad corridor.
- 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: Chisholm Trail Parkway Triple: [Dallas–Fort Worth metroplex, hasMajorHighway, Chisholm Trail Parkway]
Generated description
Chisholm Trail Parkway is a major toll road in the Dallas–Fort Worth area that connects downtown Fort Worth to suburbs to the southwest, improving regional traffic flow and access.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chisholm Trail Parkway Target entity description: Chisholm Trail Parkway is a major toll road in the Dallas–Fort Worth area that connects downtown Fort Worth to suburbs to the southwest, improving regional traffic flow and access.
-
A.
Katy Trail
Katy Trail is a popular urban hike-and-bike trail in Dallas, Texas, converted from an old railroad line and known for jogging, cycling, and connecting several city neighborhoods.
-
B.
Interstate 30
Interstate 30 is a major east–west U.S. highway running through Texas and Arkansas, connecting cities such as Dallas and Fort Worth to Little Rock.
-
C.
U.S. Route 75
U.S. Route 75 is a major north–south U.S. Highway running from Texas through the central United States, serving as a key transportation corridor for cities such as Dallas.
-
D.
Interstate 40
Interstate 40 is a major east–west transcontinental highway in the United States that stretches from California to North Carolina, passing through several key cities and states.
-
E.
North County Trailway
North County Trailway is a paved multi-use rail trail in Westchester County, New York, popular for walking, running, and cycling along a former railroad corridor.
- 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_69a43667f180819099661c2cc5d8b188 |
completed | March 1, 2026, 12:51 p.m. |
| NEDg | Description generation | batch_69a436e9fc9081909faf007c593e9537 |
completed | March 1, 2026, 12:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a43755152881909a4dfa8b31a0aad6 |
completed | March 1, 2026, 12:55 p.m. |
Created at: Feb. 28, 2026, 1:08 p.m.