Triple
T7382488
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Immokalee, Florida |
E170292
|
entity |
| Predicate | transportation |
P230
|
FINISHED |
| Object |
served by State Road 29
Immokalee, Florida is an unincorporated agricultural community in Collier County known for its large farmworker population and role as a major center for tomato and other crop production in Southwest Florida.
|
E659698
|
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: served by State Road 29 | Statement: [Immokalee, Florida, transportation, served by State Road 29]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: served by State Road 29 Context triple: [Immokalee, Florida, transportation, served by State Road 29]
-
A.
served by U.S. Route 29
Newnan, Georgia is a city in Coweta County within the Atlanta metropolitan area, known for its historic downtown and role as a regional commercial and residential hub.
-
B.
U.S. Route 29 in Florida
U.S. Route 29 in Florida is a north–south U.S. Highway in the Florida Panhandle that serves as a major route between Pensacola and the Alabama state line.
-
C.
Florida State Road 292
Florida State Road 292 is a state highway in the Florida Panhandle that connects Pensacola to the Alabama state line, serving as a major local route to coastal and urban areas.
-
D.
State Road 39 (Florida)
State Road 39 is a north–south state highway in west-central Florida that runs through rural communities and small towns, serving as a regional connector between local roads and major U.S. routes.
-
E.
State Road 263 in Tallahassee
State Road 263 in Tallahassee is a state highway that serves as part of the city’s western bypass, connecting major routes and facilitating north–south traffic around the capital.
- 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: served by State Road 29 Triple: [Immokalee, Florida, transportation, served by State Road 29]
Generated description
Immokalee, Florida is an unincorporated agricultural community in Collier County known for its large farmworker population and role as a major center for tomato and other crop production in Southwest Florida.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: served by State Road 29 Target entity description: Immokalee, Florida is an unincorporated agricultural community in Collier County known for its large farmworker population and role as a major center for tomato and other crop production in Southwest Florida.
-
A.
served by U.S. Route 29
Newnan, Georgia is a city in Coweta County within the Atlanta metropolitan area, known for its historic downtown and role as a regional commercial and residential hub.
-
B.
U.S. Route 29 in Florida
U.S. Route 29 in Florida is a north–south U.S. Highway in the Florida Panhandle that serves as a major route between Pensacola and the Alabama state line.
-
C.
Florida State Road 292
Florida State Road 292 is a state highway in the Florida Panhandle that connects Pensacola to the Alabama state line, serving as a major local route to coastal and urban areas.
-
D.
State Road 39 (Florida)
State Road 39 is a north–south state highway in west-central Florida that runs through rural communities and small towns, serving as a regional connector between local roads and major U.S. routes.
-
E.
State Road 263 in Tallahassee
State Road 263 in Tallahassee is a state highway that serves as part of the city’s western bypass, connecting major routes and facilitating north–south traffic around the capital.
- 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_69c68a5d0ed08190b6d361e68f813330 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f1c9a3c48190972126c19aa31dca |
completed | March 27, 2026, 9:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c802db77988190aacc4e2f9cbb0bb3 |
completed | March 28, 2026, 4:33 p.m. |
| NEDg | Description generation | batch_69c8038f9d5881908121776322a66e66 |
completed | March 28, 2026, 4:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c803fc447c8190b1d16b47c90f982b |
completed | March 28, 2026, 4:38 p.m. |
Created at: March 27, 2026, 3:08 p.m.