Triple
T3547830
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brownsville, Texas |
E75038
|
entity |
| Predicate | hasNearbyProtectedArea |
P855
|
FINISHED |
| Object | Laguna Atascosa National Wildlife Refuge |
E229680
|
NE FINISHED |
How this triple was built (2 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: Laguna Atascosa National Wildlife Refuge | Statement: [Brownsville, Texas, hasNearbyProtectedArea, Laguna Atascosa National Wildlife Refuge]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Laguna Atascosa National Wildlife Refuge Context triple: [Brownsville, Texas, hasNearbyProtectedArea, Laguna Atascosa National Wildlife Refuge]
-
A.
Laguna Atascosa National Wildlife Refuge
chosen
Laguna Atascosa National Wildlife Refuge is a large coastal wildlife sanctuary in South Texas known for its diverse birdlife, wetlands, and efforts to protect endangered species like the ocelot.
-
B.
Laguna Cartagena National Wildlife Refuge
Laguna Cartagena National Wildlife Refuge is a protected wetland and wildlife habitat in southwestern Puerto Rico, renowned for its birdwatching opportunities and conservation of migratory and resident bird species.
-
C.
Cabeza Prieta National Wildlife Refuge
Cabeza Prieta National Wildlife Refuge is a vast, remote protected area in southwestern Arizona known for its rugged Sonoran Desert landscapes and habitat for endangered desert wildlife such as the Sonoran pronghorn.
-
D.
Ash Meadows National Wildlife Refuge
Ash Meadows National Wildlife Refuge is a protected desert oasis in southern Nevada renowned for its rare endemic species, spring-fed wetlands, and critical habitat for endangered wildlife.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ad85d33c6c819081d5ac1df13b5680 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adbfd0eb6081908f1380db4cfade87 |
completed | March 8, 2026, 6:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b38be582308190808274c8a530ce51 |
completed | March 13, 2026, 4 a.m. |
Created at: March 8, 2026, 3:20 p.m.