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.