Triple
T12407651
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bonita Springs |
E296427
|
entity |
| Predicate | transportation |
P230
|
FINISHED |
| Object | Interstate 75 is near Bonita Springs |
E32344
|
NE FINISHED |
How this triple was built (2 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: Interstate 75 is near Bonita Springs | Statement: [Bonita Springs, transportation, Interstate 75 is near Bonita Springs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Interstate 75 is near Bonita Springs Context triple: [Bonita Springs, transportation, Interstate 75 is near Bonita Springs]
-
A.
Interstate 75 near Lake City
Interstate 75 near Lake City is a major north–south highway segment in northern Florida that serves as a key junction point with Interstate 10 for regional and long-distance traffic.
-
B.
Interstate 75 in Florida
chosen
Interstate 75 in Florida is a major north–south highway running from the Georgia state line through inland and Gulf Coast regions, including the Tampa Bay area, toward South Florida.
-
C.
Interstate 75 near Perry, Georgia
Interstate 75 near Perry, Georgia is a major north–south interstate highway segment in central Georgia that serves as a key transportation corridor for regional and long-distance traffic.
-
D.
Interstate 275 in Tampa Bay area
Interstate 275 in the Tampa Bay area is a major auxiliary interstate highway that loops off I-75 to serve the cities of Tampa, St. Petersburg, and surrounding communities across the bay.
-
E.
Interstate 75 in Calhoun, Georgia
Interstate 75 in Calhoun, Georgia is a major north–south freeway segment of I-75 that serves as a key transportation corridor for local and regional traffic in northwest Georgia.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6ad9f464c81909db36d7e96e34b9e |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94d4a08e0819085c656e35038e6b2 |
completed | April 10, 2026, 7:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f63488cac08190a81b2151c827932e |
completed | May 2, 2026, 5:29 p.m. |
Created at: April 8, 2026, 9:55 p.m.