Triple

T11915181
Position Surface form Disambiguated ID Type / Status
Subject Lake Worth Lagoon E283498 entity
Predicate hasRestorationProgram P6139 FINISHED
Object Lake Worth Lagoon Initiative
Lake Worth Lagoon Initiative is an environmental restoration and stewardship program focused on improving water quality, habitat, and ecological resilience in Florida’s Lake Worth Lagoon.
E283498 NE FINISHED

How this triple was built (5 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: Lake Worth Lagoon Initiative | Statement: [Lake Worth Lagoon, hasRestorationProgram, Lake Worth Lagoon Initiative]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lake Worth Lagoon Initiative
Context triple: [Lake Worth Lagoon, hasRestorationProgram, Lake Worth Lagoon Initiative]
  • A. Kissimmee River Restoration Project
    The Kissimmee River Restoration Project is a large-scale environmental initiative in Florida aimed at restoring the river’s natural flow and wetland ecosystem after decades of channelization and ecological degradation.
  • B. Lake Worth Lagoon
    Lake Worth Lagoon is a long, narrow coastal estuary along Florida’s Atlantic coast, separating the barrier islands of Palm Beach from the mainland and supporting diverse marine and recreational activities.
  • C. 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.
  • D. Salton Sea Restoration Program
    The Salton Sea Restoration Program is a long-term environmental initiative aimed at addressing ecological degradation, public health risks, and habitat loss at California’s Salton Sea through water management, habitat creation, and dust control projects.
  • E. Los Angeles River Ecosystem Restoration project
    The Los Angeles River Ecosystem Restoration project is a large-scale environmental initiative aimed at revitalizing the Los Angeles River’s natural habitats, improving flood management, and expanding public access to green space along its corridor.
  • 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: Lake Worth Lagoon Initiative
Triple: [Lake Worth Lagoon, hasRestorationProgram, Lake Worth Lagoon Initiative]
Generated description
Lake Worth Lagoon Initiative is an environmental restoration and stewardship program focused on improving water quality, habitat, and ecological resilience in Florida’s Lake Worth Lagoon.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lake Worth Lagoon Initiative
Target entity description: Lake Worth Lagoon Initiative is an environmental restoration and stewardship program focused on improving water quality, habitat, and ecological resilience in Florida’s Lake Worth Lagoon.
  • A. Kissimmee River Restoration Project
    The Kissimmee River Restoration Project is a large-scale environmental initiative in Florida aimed at restoring the river’s natural flow and wetland ecosystem after decades of channelization and ecological degradation.
  • B. Lake Worth Lagoon chosen
    Lake Worth Lagoon is a long, narrow coastal estuary along Florida’s Atlantic coast, separating the barrier islands of Palm Beach from the mainland and supporting diverse marine and recreational activities.
  • C. 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.
  • D. Salton Sea Restoration Program
    The Salton Sea Restoration Program is a long-term environmental initiative aimed at addressing ecological degradation, public health risks, and habitat loss at California’s Salton Sea through water management, habitat creation, and dust control projects.
  • E. Los Angeles River Ecosystem Restoration project
    The Los Angeles River Ecosystem Restoration project is a large-scale environmental initiative aimed at revitalizing the Los Angeles River’s natural habitats, improving flood management, and expanding public access to green space along its corridor.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasRestorationProgram
Context triple: [Lake Worth Lagoon, hasRestorationProgram, Lake Worth Lagoon Initiative]
  • A. hasConservationProgram chosen
    Indicates that an entity maintains or participates in an organized effort to protect, restore, or sustainably manage natural resources, species, or ecosystems.
  • B. hasRestorationActivities
    Indicates that an entity carries out, is involved in, or is associated with actions aimed at restoring or rehabilitating another entity or resource.
  • C. hasRestoration
    Indicates that an entity has undergone, is undergoing, or is associated with a process of repair, renewal, or restoration.
  • D. hasConservationPlan
    Indicates that an entity is associated with a defined conservation plan outlining measures to protect, manage, or restore it.
  • E. hasRestorationApproach
    Indicates the method or strategy used to restore or rehabilitate something to a desired state.
  • F. None of above.

Provenance (6 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_69d6ab2c07e88190ba13b0d21fd6cf33 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8e52a2bc08190b80cc6ccf5779d7c completed April 10, 2026, 11:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69f4186938548190b5ae10e111aece9a completed May 1, 2026, 3:05 a.m.
NEDg Description generation batch_69f41f1e746c81909f78f0e0bf173c7b completed May 1, 2026, 3:33 a.m.
NED2 Entity disambiguation (via description) batch_69f42291f3608190ab079f939d34cf15 completed May 1, 2026, 3:48 a.m.
PD Predicate disambiguation batch_69d8bb3632ac8190b13e53c2b5db7125 completed April 10, 2026, 8:56 a.m.
Created at: April 8, 2026, 9:44 p.m.