Triple
T16789320
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gulf of Mexico watershed |
E408062
|
entity |
| Predicate | associatedWithIssue |
P2830
|
FINISHED |
| Object | Gulf of Mexico hypoxic zone |
E10536
|
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: Gulf of Mexico hypoxic zone | Statement: [Gulf of Mexico watershed, associatedWithIssue, Gulf of Mexico hypoxic zone]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gulf of Mexico hypoxic zone Context triple: [Gulf of Mexico watershed, associatedWithIssue, Gulf of Mexico hypoxic zone]
-
A.
Northern Gulf of Mexico estuarine system
The Northern Gulf of Mexico estuarine system is a network of coastal bays, wetlands, and estuaries along the northern Gulf Coast that supports high biodiversity, productive fisheries, and critical nursery habitats.
-
B.
Gulf of Mexico watershed
The Gulf of Mexico watershed is the vast drainage basin that collects water from much of the central and eastern United States and parts of Canada and Mexico, ultimately feeding into the Gulf of Mexico.
-
C.
Gulf of Mexico
chosen
The Gulf of Mexico is a large ocean basin and marginal sea of the Atlantic Ocean bordered by the United States, Mexico, and Cuba, known for its rich marine ecosystems, major oil and gas reserves, and significant role in regional climate and commerce.
-
D.
Bay de Noc (Big Bay de Noc)
Bay de Noc (Big Bay de Noc) is a large bay on the northern shore of Lake Michigan in Michigan’s Upper Peninsula, known for its fishing, boating, and scenic shoreline.
-
E.
U.S. Gulf of Mexico offshore lease area
The U.S. Gulf of Mexico offshore lease area is a federally managed region of the Gulf where the U.S. government auctions rights to explore for and produce offshore oil and natural gas.
- 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_69d8839270588190886720d9519bbf8f |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e3b2a50e18819090a30e1f38e520e0 |
completed | April 18, 2026, 4:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00ab09932c8190ba16a349c4938c16 |
completed | May 10, 2026, 3:58 p.m. |
Created at: April 10, 2026, 5:22 a.m.