Triple
T676449
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sonoran Desert |
E13086
|
entity |
| Predicate | containsProtectedArea |
P855
|
FINISHED |
| Object |
Kofa National Wildlife Refuge
Kofa National Wildlife Refuge is a vast protected area in southwestern Arizona known for its rugged desert mountains, iconic saguaro-studded landscapes, and critical habitat for desert bighorn sheep and other Sonoran Desert wildlife.
|
E83370
|
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: Kofa National Wildlife Refuge | Statement: [Sonoran Desert, containsProtectedArea, Kofa National Wildlife Refuge]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kofa National Wildlife Refuge Context triple: [Sonoran Desert, containsProtectedArea, Kofa National Wildlife Refuge]
-
A.
Culebra National Wildlife Refuge
Culebra National Wildlife Refuge is a federally protected area in Puerto Rico known for its pristine beaches, important seabird nesting sites, and conservation of marine and coastal ecosystems.
-
B.
Columbia National Wildlife Refuge
Columbia National Wildlife Refuge is a protected area in central Washington known for its diverse wetlands, basalt cliffs, and rich birdlife that provide important habitat for migratory waterfowl and other wildlife.
-
C.
Great Meadows National Wildlife Refuge
Great Meadows National Wildlife Refuge is a protected wetland and wildlife habitat along the Concord and Sudbury Rivers in eastern Massachusetts, known for birdwatching, conservation, and nature trails.
-
D.
Cape Poge Wildlife Refuge
Cape Poge Wildlife Refuge is a protected coastal area on Chappaquiddick Island in Massachusetts, known for its beaches, salt marshes, and important wildlife habitats.
-
E.
Ridgefield National Wildlife Refuge
Ridgefield National Wildlife Refuge is a protected natural area in southwestern Washington known for its wetlands, diverse bird populations, and opportunities for wildlife observation and environmental education.
- 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: Kofa National Wildlife Refuge Triple: [Sonoran Desert, containsProtectedArea, Kofa National Wildlife Refuge]
Generated description
Kofa National Wildlife Refuge is a vast protected area in southwestern Arizona known for its rugged desert mountains, iconic saguaro-studded landscapes, and critical habitat for desert bighorn sheep and other Sonoran Desert wildlife.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kofa National Wildlife Refuge Target entity description: Kofa National Wildlife Refuge is a vast protected area in southwestern Arizona known for its rugged desert mountains, iconic saguaro-studded landscapes, and critical habitat for desert bighorn sheep and other Sonoran Desert wildlife.
-
A.
Culebra National Wildlife Refuge
Culebra National Wildlife Refuge is a federally protected area in Puerto Rico known for its pristine beaches, important seabird nesting sites, and conservation of marine and coastal ecosystems.
-
B.
Columbia National Wildlife Refuge
Columbia National Wildlife Refuge is a protected area in central Washington known for its diverse wetlands, basalt cliffs, and rich birdlife that provide important habitat for migratory waterfowl and other wildlife.
-
C.
Great Meadows National Wildlife Refuge
Great Meadows National Wildlife Refuge is a protected wetland and wildlife habitat along the Concord and Sudbury Rivers in eastern Massachusetts, known for birdwatching, conservation, and nature trails.
-
D.
Cape Poge Wildlife Refuge
Cape Poge Wildlife Refuge is a protected coastal area on Chappaquiddick Island in Massachusetts, known for its beaches, salt marshes, and important wildlife habitats.
-
E.
Ridgefield National Wildlife Refuge
Ridgefield National Wildlife Refuge is a protected natural area in southwestern Washington known for its wetlands, diverse bird populations, and opportunities for wildlife observation and environmental education.
- 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_69a4933d3bf88190972041cd8cf143b9 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a4a04b2ae881908a5c23453bef8572 |
completed | March 1, 2026, 8:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a5c3a1b6588190b0c9215afb3a9200 |
completed | March 2, 2026, 5:06 p.m. |
| NEDg | Description generation | batch_69a5c7ff50088190827743f3f42622ce |
completed | March 2, 2026, 5:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a5cd1dd7848190a987276500040a4f |
completed | March 2, 2026, 5:47 p.m. |
Created at: March 1, 2026, 7:36 p.m.