Triple
T13279443
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Interstate 10 in Beaumont, Texas |
E316279
|
entity |
| Predicate | hasJunctionWith |
P1018
|
FINISHED |
| Object |
U.S. Route 69 / U.S. Route 96 / U.S. Route 287 in Beaumont, Texas
U.S. Route 69 / U.S. Route 96 / U.S. Route 287 in Beaumont, Texas is a major multiplexed highway corridor that serves as a key north–south and regional connector through the city and links with Interstate 10.
|
E1033923
|
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 69 / U.S. Route 96 / U.S. Route 287 in Beaumont, Texas | Statement: [Interstate 10 in Beaumont, Texas, hasJunctionWith, U.S. Route 69 / U.S. Route 96 / U.S. Route 287 in Beaumont, Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 69 / U.S. Route 96 / U.S. Route 287 in Beaumont, Texas Context triple: [Interstate 10 in Beaumont, Texas, hasJunctionWith, U.S. Route 69 / U.S. Route 96 / U.S. Route 287 in Beaumont, Texas]
-
A.
U.S. Route 69 in Beaumont, Texas
U.S. Route 69 in Beaumont, Texas is a major north–south highway that serves as a key arterial route through the city, linking local traffic with regional and interstate travel corridors.
-
B.
U.S. Route 96 in Beaumont, Texas
U.S. Route 96 in Beaumont, Texas is a major north–south highway that serves as a key arterial route connecting the city to other parts of Southeast Texas and beyond.
-
C.
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.
-
D.
U.S. Route 69 in Bells, Texas
U.S. Route 69 in Bells, Texas is a segment of the north–south U.S. highway that passes through the small town of Bells, serving as a key local connector and through-route for regional traffic.
-
E.
U.S. Route 69 in Greenville, Texas
U.S. Route 69 in Greenville, Texas is a major north–south highway that serves as a key arterial route through the city, connecting it to other regional and statewide roadways.
- 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 69 / U.S. Route 96 / U.S. Route 287 in Beaumont, Texas Triple: [Interstate 10 in Beaumont, Texas, hasJunctionWith, U.S. Route 69 / U.S. Route 96 / U.S. Route 287 in Beaumont, Texas]
Generated description
U.S. Route 69 / U.S. Route 96 / U.S. Route 287 in Beaumont, Texas is a major multiplexed highway corridor that serves as a key north–south and regional connector through the city and links with Interstate 10.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 69 / U.S. Route 96 / U.S. Route 287 in Beaumont, Texas Target entity description: U.S. Route 69 / U.S. Route 96 / U.S. Route 287 in Beaumont, Texas is a major multiplexed highway corridor that serves as a key north–south and regional connector through the city and links with Interstate 10.
-
A.
U.S. Route 69 in Beaumont, Texas
U.S. Route 69 in Beaumont, Texas is a major north–south highway that serves as a key arterial route through the city, linking local traffic with regional and interstate travel corridors.
-
B.
U.S. Route 96 in Beaumont, Texas
U.S. Route 96 in Beaumont, Texas is a major north–south highway that serves as a key arterial route connecting the city to other parts of Southeast Texas and beyond.
-
C.
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.
-
D.
U.S. Route 69 in Bells, Texas
U.S. Route 69 in Bells, Texas is a segment of the north–south U.S. highway that passes through the small town of Bells, serving as a key local connector and through-route for regional traffic.
-
E.
U.S. Route 69 in Greenville, Texas
U.S. Route 69 in Greenville, Texas is a major north–south highway that serves as a key arterial route through the city, connecting it to other regional and statewide roadways.
- 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_69f716cfea308190836eb4892e7c5eb4 |
completed | May 3, 2026, 9:35 a.m. |
| NEDg | Description generation | batch_69f717c97ca481909959fbc278a5db59 |
completed | May 3, 2026, 9:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7188ffd0c8190ba761846ec5f9ae0 |
completed | May 3, 2026, 9:42 a.m. |
Created at: April 9, 2026, 9:26 p.m.