Triple

T20695592
Position Surface form Disambiguated ID Type / Status
Subject South Florida hydrologic system E508651 entity
Predicate relatedTo P37 FINISHED
Object Everglades restoration
Everglades restoration is a large-scale environmental initiative aimed at restoring the natural water flow, ecosystems, and biodiversity of the Florida Everglades after decades of drainage and development.
E22013 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: Everglades restoration | Statement: [South Florida hydrologic system, relatedTo, Everglades restoration]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Everglades restoration
Context triple: [South Florida hydrologic system, relatedTo, Everglades restoration]
  • 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. 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.
  • C. Everglades Protection Area
    The Everglades Protection Area is a designated region in South Florida established to safeguard the ecological integrity and water quality of the Everglades ecosystem.
  • D. South Florida refuges complex
    The South Florida refuges complex is a group of U.S. National Wildlife Refuges in southern Florida managed together to protect diverse habitats and endangered species.
  • E. Everglades Wildlife Management Area
    Everglades Wildlife Management Area is a protected natural area in South Florida known for its wetlands, diverse wildlife, and opportunities for outdoor recreation such as birdwatching, fishing, and hunting.
  • 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: Everglades restoration
Triple: [South Florida hydrologic system, relatedTo, Everglades restoration]
Generated description
Everglades restoration is a large-scale environmental initiative aimed at restoring the natural water flow, ecosystems, and biodiversity of the Florida Everglades after decades of drainage and development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Everglades restoration
Target entity description: Everglades restoration is a large-scale environmental initiative aimed at restoring the natural water flow, ecosystems, and biodiversity of the Florida Everglades after decades of drainage and development.
  • A. Comprehensive Everglades Restoration Plan chosen
    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. 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.
  • C. Everglades Protection Area
    The Everglades Protection Area is a designated region in South Florida established to safeguard the ecological integrity and water quality of the Everglades ecosystem.
  • D. South Florida refuges complex
    The South Florida refuges complex is a group of U.S. National Wildlife Refuges in southern Florida managed together to protect diverse habitats and endangered species.
  • E. Everglades Wildlife Management Area
    Everglades Wildlife Management Area is a protected natural area in South Florida known for its wetlands, diverse wildlife, and opportunities for outdoor recreation such as birdwatching, fishing, and hunting.
  • F. None of above.

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_69e0b4c2b2a481909e31e9cb8f81ab55 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6c11180e481908423385fbe97ab26 completed April 21, 2026, 12:13 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08d7e6a5788190895d7becc9f8136b completed May 16, 2026, 8:47 p.m.
NEDg Description generation batch_6a08d8e3b1d4819088fb2c3e54b7934e completed May 16, 2026, 8:51 p.m.
NED2 Entity disambiguation (via description) batch_6a08d940f0e88190be17ae56546996af completed May 16, 2026, 8:53 p.m.
Created at: April 16, 2026, 12:10 p.m.