Triple
T9450484
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Interstate 459 |
E227874
|
entity |
| Predicate | hasJunction |
P1018
|
FINISHED |
| Object |
I-459/I-20/I-59 interchange (western terminus)
The I-459/I-20/I-59 interchange (western terminus) is a major highway junction near Birmingham, Alabama, where Interstate 459 connects with Interstates 20 and 59, serving as a key access and distribution point for regional traffic.
|
E803212
|
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: I-459/I-20/I-59 interchange (western terminus) | Statement: [Interstate 459, hasJunction, I-459/I-20/I-59 interchange (western terminus)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: I-459/I-20/I-59 interchange (western terminus) Context triple: [Interstate 459, hasJunction, I-459/I-20/I-59 interchange (western terminus)]
-
A.
Interstate 459
Interstate 459 is a bypass loop around Birmingham, Alabama, that helps divert traffic from the city’s main interstate corridors.
-
B.
I-285 and I-20 east interchange
The I-285 and I-20 east interchange is a major highway junction on the east side of Atlanta where the city's perimeter beltway meets the east–west Interstate 20 corridor.
-
C.
Interstate 410
Interstate 410 is a beltway freeway encircling San Antonio, Texas, serving as a major loop route around the city and connecting multiple interstate and state highways.
-
D.
Interstate 595
Interstate 595 is an east–west auxiliary Interstate Highway in South Florida that links Interstate 75 and the Sawgrass Expressway with Fort Lauderdale and the Port Everglades area.
-
E.
Interstate 469
Interstate 469 is an auxiliary Interstate Highway that forms a bypass loop around Fort Wayne in northeastern Indiana, improving traffic flow and regional connectivity.
- 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: I-459/I-20/I-59 interchange (western terminus) Triple: [Interstate 459, hasJunction, I-459/I-20/I-59 interchange (western terminus)]
Generated description
The I-459/I-20/I-59 interchange (western terminus) is a major highway junction near Birmingham, Alabama, where Interstate 459 connects with Interstates 20 and 59, serving as a key access and distribution point for regional traffic.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: I-459/I-20/I-59 interchange (western terminus) Target entity description: The I-459/I-20/I-59 interchange (western terminus) is a major highway junction near Birmingham, Alabama, where Interstate 459 connects with Interstates 20 and 59, serving as a key access and distribution point for regional traffic.
-
A.
Interstate 459
Interstate 459 is a bypass loop around Birmingham, Alabama, that helps divert traffic from the city’s main interstate corridors.
-
B.
I-285 and I-20 east interchange
The I-285 and I-20 east interchange is a major highway junction on the east side of Atlanta where the city's perimeter beltway meets the east–west Interstate 20 corridor.
-
C.
Interstate 410
Interstate 410 is a beltway freeway encircling San Antonio, Texas, serving as a major loop route around the city and connecting multiple interstate and state highways.
-
D.
Interstate 595
Interstate 595 is an east–west auxiliary Interstate Highway in South Florida that links Interstate 75 and the Sawgrass Expressway with Fort Lauderdale and the Port Everglades area.
-
E.
Interstate 469
Interstate 469 is an auxiliary Interstate Highway that forms a bypass loop around Fort Wayne in northeastern Indiana, improving traffic flow and regional connectivity.
- 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_69ca8439f8bc8190997f2ef40c9f0bc2 |
completed | March 30, 2026, 2:10 p.m. |
| NER | Named-entity recognition | batch_69cd7f6649a48190b6844daa6202efe5 |
completed | April 1, 2026, 8:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d139db9d1081908e2014d6f0e7e925 |
completed | April 4, 2026, 4:18 p.m. |
| NEDg | Description generation | batch_69d13a8e79b081908d5b4dce125df678 |
completed | April 4, 2026, 4:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d13b1d2cb481908cdcbeb1a6c81794 |
completed | April 4, 2026, 4:23 p.m. |
Created at: March 30, 2026, 7:51 p.m.