Triple
T13279429
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Interstate 10 in Beaumont, Texas |
E316279
|
entity |
| Predicate | connectsTo |
P845
|
FINISHED |
| Object |
U.S. Route 287 in Beaumont, Texas
U.S. Route 287 in Beaumont, Texas is a major highway corridor that serves as a key route for regional traffic and freight movement through the city.
|
E1030907
|
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: U.S. Route 287 in Beaumont, Texas | Statement: [Interstate 10 in Beaumont, Texas, connectsTo, U.S. Route 287 in Beaumont, Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 287 in Beaumont, Texas Context triple: [Interstate 10 in Beaumont, Texas, connectsTo, U.S. Route 287 in Beaumont, Texas]
-
A.
U.S. Route 77 in Texas
U.S. Route 77 in Texas is a major north–south U.S. Highway that runs from the Mexican border at Brownsville through numerous South and Central Texas communities toward the Dallas–Fort Worth region.
-
B.
U.S. Route 377 in Texas
U.S. Route 377 in Texas is a north–south U.S. highway that runs from the Dallas–Fort Worth area through several North and Central Texas communities toward the Oklahoma state line.
-
C.
U.S. Route 87 near Brady, Texas
U.S. Route 87 near Brady, Texas is a segment of the major north–south U.S. highway in central Texas that serves as a regional junction and connection point for several state and federal routes.
-
D.
U.S. Route 75 in Sherman, Texas
U.S. Route 75 in Sherman, Texas is a major north–south freeway corridor through the city that connects Sherman to the Dallas–Fort Worth metroplex to the south and Oklahoma to the north.
-
E.
U.S. Route 285 (Texas)
U.S. Route 285 (Texas) is a north–south U.S. Highway in western Texas that connects the Permian Basin region with New Mexico and serves as a key corridor for oilfield and regional traffic.
- 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: U.S. Route 287 in Beaumont, Texas Triple: [Interstate 10 in Beaumont, Texas, connectsTo, U.S. Route 287 in Beaumont, Texas]
Generated description
U.S. Route 287 in Beaumont, Texas is a major highway corridor that serves as a key route for regional traffic and freight movement through the city.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 287 in Beaumont, Texas Target entity description: U.S. Route 287 in Beaumont, Texas is a major highway corridor that serves as a key route for regional traffic and freight movement through the city.
-
A.
U.S. Route 77 in Texas
U.S. Route 77 in Texas is a major north–south U.S. Highway that runs from the Mexican border at Brownsville through numerous South and Central Texas communities toward the Dallas–Fort Worth region.
-
B.
U.S. Route 377 in Texas
U.S. Route 377 in Texas is a north–south U.S. highway that runs from the Dallas–Fort Worth area through several North and Central Texas communities toward the Oklahoma state line.
-
C.
U.S. Route 87 near Brady, Texas
U.S. Route 87 near Brady, Texas is a segment of the major north–south U.S. highway in central Texas that serves as a regional junction and connection point for several state and federal routes.
-
D.
U.S. Route 75 in Sherman, Texas
U.S. Route 75 in Sherman, Texas is a major north–south freeway corridor through the city that connects Sherman to the Dallas–Fort Worth metroplex to the south and Oklahoma to the north.
-
E.
U.S. Route 285 (Texas)
U.S. Route 285 (Texas) is a north–south U.S. Highway in western Texas that connects the Permian Basin region with New Mexico and serves as a key corridor for oilfield and regional traffic.
- 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_69d806b349908190a9a61dd9323bf153 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d99043fba88190872ede6f63e2fbcb |
completed | April 11, 2026, 12:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f70a56fa048190b32dcef31b978d9c |
completed | May 3, 2026, 8:41 a.m. |
| NEDg | Description generation | batch_69f70b8f325c819097fb5f221ba28b9a |
completed | May 3, 2026, 8:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f70c4c6f908190b2ebc2a90b049e59 |
completed | May 3, 2026, 8:50 a.m. |
Created at: April 9, 2026, 9:26 p.m.