Triple

T15560297
Position Surface form Disambiguated ID Type / Status
Subject Charlotte Harbor estuarine system E370977 entity
Predicate hasManagementBody P3453 FINISHED
Object Charlotte Harbor National Estuary Program
Charlotte Harbor National Estuary Program is a collaborative, federally supported environmental initiative focused on protecting and restoring the water quality, habitats, and ecological integrity of the Charlotte Harbor estuarine system in southwest Florida.
E1165034 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: Charlotte Harbor National Estuary Program | Statement: [Charlotte Harbor estuarine system, hasManagementBody, Charlotte Harbor National Estuary Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Charlotte Harbor National Estuary Program
Context triple: [Charlotte Harbor estuarine system, hasManagementBody, Charlotte Harbor National Estuary Program]
  • A. Charlotte Harbor estuarine system
    The Charlotte Harbor estuarine system is a large, biologically rich estuary on Florida’s Gulf Coast where freshwater from rivers mixes with Gulf of Mexico seawater, supporting diverse coastal habitats and fisheries.
  • B. 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.
  • C. Charlotte Harbor Preserve State Park
    Charlotte Harbor Preserve State Park is a large coastal nature preserve in southwest Florida known for protecting mangrove estuaries, diverse wildlife habitats, and offering opportunities for hiking, paddling, and birdwatching.
  • D. Mobile Bay National Estuary Program
    The Mobile Bay National Estuary Program is a collaborative coastal management initiative that works to protect and restore the ecological health and water quality of Alabama’s Mobile Bay and its surrounding watershed.
  • E. Sapelo Island National Estuarine Research Reserve
    Sapelo Island National Estuarine Research Reserve is a protected coastal research and education area on Georgia’s Sapelo Island that conserves salt marshes, tidal creeks, and diverse estuarine ecosystems.
  • 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: Charlotte Harbor National Estuary Program
Triple: [Charlotte Harbor estuarine system, hasManagementBody, Charlotte Harbor National Estuary Program]
Generated description
Charlotte Harbor National Estuary Program is a collaborative, federally supported environmental initiative focused on protecting and restoring the water quality, habitats, and ecological integrity of the Charlotte Harbor estuarine system in southwest Florida.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Charlotte Harbor National Estuary Program
Target entity description: Charlotte Harbor National Estuary Program is a collaborative, federally supported environmental initiative focused on protecting and restoring the water quality, habitats, and ecological integrity of the Charlotte Harbor estuarine system in southwest Florida.
  • A. Charlotte Harbor estuarine system
    The Charlotte Harbor estuarine system is a large, biologically rich estuary on Florida’s Gulf Coast where freshwater from rivers mixes with Gulf of Mexico seawater, supporting diverse coastal habitats and fisheries.
  • B. 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.
  • C. Charlotte Harbor Preserve State Park
    Charlotte Harbor Preserve State Park is a large coastal nature preserve in southwest Florida known for protecting mangrove estuaries, diverse wildlife habitats, and offering opportunities for hiking, paddling, and birdwatching.
  • D. Mobile Bay National Estuary Program
    The Mobile Bay National Estuary Program is a collaborative coastal management initiative that works to protect and restore the ecological health and water quality of Alabama’s Mobile Bay and its surrounding watershed.
  • E. Sapelo Island National Estuarine Research Reserve
    Sapelo Island National Estuarine Research Reserve is a protected coastal research and education area on Georgia’s Sapelo Island that conserves salt marshes, tidal creeks, and diverse estuarine ecosystems.
  • 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_69d85cc6cf40819091f4a5facee1ebe6 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04ddb4c0c81909b3f4c75c91f7f3f completed April 16, 2026, 2:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff4c4046c08190a43bd5577a97f33d completed May 9, 2026, 3:01 p.m.
NEDg Description generation batch_69ff4d6faee4819090181f1b50e36761 completed May 9, 2026, 3:06 p.m.
NED2 Entity disambiguation (via description) batch_69ff4dd868388190a159618c1fdcf15c completed May 9, 2026, 3:08 p.m.
Created at: April 10, 2026, 4:09 a.m.