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.