Triple

T1019846
Position Surface form Disambiguated ID Type / Status
Subject Comprehensive Everglades Restoration Plan E22013 entity
Predicate relatedTo P37 FINISHED
Object Central and Southern Florida Project
The Central and Southern Florida Project is a large-scale federal water management and flood control system that extensively altered the Everglades and laid the groundwork for later restoration efforts.
E123208 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: Central and Southern Florida Project | Statement: [Comprehensive Everglades Restoration Plan, relatedTo, Central and Southern Florida Project]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Central and Southern Florida Project
Context triple: [Comprehensive Everglades Restoration Plan, relatedTo, Central and Southern Florida Project]
  • A. Comprehensive Everglades Restoration Plan
    The Comprehensive Everglades Restoration Plan is a large-scale, long-term federal–state initiative aimed at restoring the natural hydrology, water quality, and ecosystems of the Florida Everglades while supporting regional water needs.
  • B. South Florida Water Management District
    The South Florida Water Management District is a regional government agency responsible for managing and protecting water resources in South Florida, including leading major restoration and flood control efforts.
  • C. Suwannee Valley, Florida
    Suwannee Valley, Florida is a rural unincorporated community in Columbia County known for its location near the Suwannee River in northern Florida.
  • D. Everglades
    The Everglades is a vast subtropical wetland region in southern Florida known for its slow-moving "river of grass," unique biodiversity, and critical role in regional water flow and wildlife habitat.
  • E. South Florida
    South Florida is the southernmost region of the U.S. state of Florida, encompassing major metropolitan areas such as Miami, Fort Lauderdale, and West Palm Beach and known for its subtropical climate, diverse culture, and coastal tourism.
  • 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: Central and Southern Florida Project
Triple: [Comprehensive Everglades Restoration Plan, relatedTo, Central and Southern Florida Project]
Generated description
The Central and Southern Florida Project is a large-scale federal water management and flood control system that extensively altered the Everglades and laid the groundwork for later restoration efforts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Central and Southern Florida Project
Target entity description: The Central and Southern Florida Project is a large-scale federal water management and flood control system that extensively altered the Everglades and laid the groundwork for later restoration efforts.
  • A. Comprehensive Everglades Restoration Plan
    The Comprehensive Everglades Restoration Plan is a large-scale, long-term federal–state initiative aimed at restoring the natural hydrology, water quality, and ecosystems of the Florida Everglades while supporting regional water needs.
  • B. South Florida Water Management District
    The South Florida Water Management District is a regional government agency responsible for managing and protecting water resources in South Florida, including leading major restoration and flood control efforts.
  • C. Suwannee Valley, Florida
    Suwannee Valley, Florida is a rural unincorporated community in Columbia County known for its location near the Suwannee River in northern Florida.
  • D. Everglades
    The Everglades is a vast subtropical wetland region in southern Florida known for its slow-moving "river of grass," unique biodiversity, and critical role in regional water flow and wildlife habitat.
  • E. South Florida
    South Florida is the southernmost region of the U.S. state of Florida, encompassing major metropolitan areas such as Miami, Fort Lauderdale, and West Palm Beach and known for its subtropical climate, diverse culture, and coastal tourism.
  • 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_69a493d6e380819097b384986ffc315c completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b7dbcf7c8190858b2d16a27bd2ff completed March 1, 2026, 10:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac4292482c81909bf39cd0bb288599 completed March 7, 2026, 3:21 p.m.
NEDg Description generation batch_69ac4340c7f88190a5fe3dc830bb6df0 completed March 7, 2026, 3:24 p.m.
NED2 Entity disambiguation (via description) batch_69ac43b393748190a5fa81b7ab7fa911 completed March 7, 2026, 3:26 p.m.
Created at: March 1, 2026, 7:41 p.m.