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.