Triple

T15641074
Position Surface form Disambiguated ID Type / Status
Subject Estero Bay E376064 entity
Predicate hasProtectedArea P855 FINISHED
Object Estero Bay Aquatic Preserve
Estero Bay Aquatic Preserve is a protected coastal and estuarine ecosystem in southwest Florida known for its rich marine biodiversity, mangrove forests, and vital habitat for fish and bird species.
 E1168522 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: Estero Bay Aquatic Preserve | Statement: [Estero Bay, hasProtectedArea, Estero Bay Aquatic Preserve]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Estero Bay Aquatic Preserve
Context triple: [Estero Bay, hasProtectedArea, Estero Bay Aquatic Preserve]
  • A. Banana River Aquatic Preserve
    Banana River Aquatic Preserve is a protected estuarine and lagoon ecosystem on Florida’s east coast, managed to conserve its diverse marine habitats and wildlife.
  • B. Rocky Bayou Aquatic Preserve
    Rocky Bayou Aquatic Preserve is a protected coastal waterway and estuarine habitat in northwest Florida known for its diverse marine life and conservation-focused recreation.
  • C. Pine Island Sound Aquatic Preserve
    Pine Island Sound Aquatic Preserve is a protected estuarine and coastal ecosystem in southwest Florida known for its rich seagrass beds, mangrove islands, and diverse marine wildlife.
  • D. Rookery Bay National Estuarine Research Reserve
    Rookery Bay National Estuarine Research Reserve is a protected coastal ecosystem in southwest Florida dedicated to conserving mangrove estuaries and supporting scientific research, education, and stewardship of the Ten Thousand Islands region.
  • E. St. Lucie Estuary
    The St. Lucie Estuary is a biologically rich, but environmentally stressed, coastal estuarine system on Florida’s east coast that has been heavily impacted by freshwater discharges and nutrient pollution from upstream watersheds.
  • 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: Estero Bay Aquatic Preserve
Triple: [Estero Bay, hasProtectedArea, Estero Bay Aquatic Preserve]
Generated description
Estero Bay Aquatic Preserve is a protected coastal and estuarine ecosystem in southwest Florida known for its rich marine biodiversity, mangrove forests, and vital habitat for fish and bird species.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Estero Bay Aquatic Preserve
Target entity description: Estero Bay Aquatic Preserve is a protected coastal and estuarine ecosystem in southwest Florida known for its rich marine biodiversity, mangrove forests, and vital habitat for fish and bird species.
  • A. Banana River Aquatic Preserve
    Banana River Aquatic Preserve is a protected estuarine and lagoon ecosystem on Florida’s east coast, managed to conserve its diverse marine habitats and wildlife.
  • B. Rocky Bayou Aquatic Preserve
    Rocky Bayou Aquatic Preserve is a protected coastal waterway and estuarine habitat in northwest Florida known for its diverse marine life and conservation-focused recreation.
  • C. Pine Island Sound Aquatic Preserve
    Pine Island Sound Aquatic Preserve is a protected estuarine and coastal ecosystem in southwest Florida known for its rich seagrass beds, mangrove islands, and diverse marine wildlife.
  • D. Rookery Bay National Estuarine Research Reserve
    Rookery Bay National Estuarine Research Reserve is a protected coastal ecosystem in southwest Florida dedicated to conserving mangrove estuaries and supporting scientific research, education, and stewardship of the Ten Thousand Islands region.
  • E. St. Lucie Estuary
    The St. Lucie Estuary is a biologically rich, but environmentally stressed, coastal estuarine system on Florida’s east coast that has been heavily impacted by freshwater discharges and nutrient pollution from upstream watersheds.
  • 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_69d85cd035a48190b73d5579ab73969a completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04ed06b388190bfebb77fe70e7df1 completed April 16, 2026, 2:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff5f4b693c81908fd324a5e92fc23c completed May 9, 2026, 4:22 p.m.
NEDg Description generation batch_69ff612f54a48190a392a3712db4c907 completed May 9, 2026, 4:30 p.m.
NED2 Entity disambiguation (via description) batch_69ff61fbcad481908af89369458b23ca completed May 9, 2026, 4:34 p.m.
Created at: April 10, 2026, 4:15 a.m.