Triple

T13783487
Position Surface form Disambiguated ID Type / Status
Subject Great Marshes (nearby marshlands) E331188 entity
Predicate partOf P40 FINISHED
Object Cape Cod coastal wetlands
Cape Cod coastal wetlands are an extensive, ecologically rich network of salt marshes, tidal flats, and estuarine habitats along Cape Cod that support diverse wildlife and provide vital coastal protection.
E1061709 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: Cape Cod coastal wetlands | Statement: [Great Marshes (nearby marshlands), partOf, Cape Cod coastal wetlands]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cape Cod coastal wetlands
Context triple: [Great Marshes (nearby marshlands), partOf, Cape Cod coastal wetlands]
  • A. Martha’s Vineyard coastal system
    The Martha’s Vineyard coastal system is the interconnected network of beaches, dunes, bluffs, wetlands, and nearshore waters that shape the island’s shoreline and support its unique ecological and recreational environments.
  • B. South Shore marshlands
    South Shore marshlands are coastal wetlands on Long Island’s south shore characterized by tidal salt marshes that provide critical habitat for wildlife and natural protection against storm surges and erosion.
  • C. Cape Cod coastal waterways
    Cape Cod coastal waterways are a network of interconnected estuaries, rivers, bays, and inlets along the Massachusetts peninsula known for their rich marine ecosystems, recreational boating, and scenic coastal landscapes.
  • D. Waquoit Bay National Estuarine Research Reserve
    Waquoit Bay National Estuarine Research Reserve is a protected coastal research and education area in Massachusetts focused on studying and conserving estuarine and coastal ecosystems.
  • E. Cape Cod Bay shoreline
    The Cape Cod Bay shoreline is a scenic coastal stretch along the inner curve of Cape Cod, known for its sandy beaches, tidal flats, and calm, sheltered waters.
  • 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: Cape Cod coastal wetlands
Triple: [Great Marshes (nearby marshlands), partOf, Cape Cod coastal wetlands]
Generated description
Cape Cod coastal wetlands are an extensive, ecologically rich network of salt marshes, tidal flats, and estuarine habitats along Cape Cod that support diverse wildlife and provide vital coastal protection.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cape Cod coastal wetlands
Target entity description: Cape Cod coastal wetlands are an extensive, ecologically rich network of salt marshes, tidal flats, and estuarine habitats along Cape Cod that support diverse wildlife and provide vital coastal protection.
  • A. Martha’s Vineyard coastal system
    The Martha’s Vineyard coastal system is the interconnected network of beaches, dunes, bluffs, wetlands, and nearshore waters that shape the island’s shoreline and support its unique ecological and recreational environments.
  • B. South Shore marshlands
    South Shore marshlands are coastal wetlands on Long Island’s south shore characterized by tidal salt marshes that provide critical habitat for wildlife and natural protection against storm surges and erosion.
  • C. Cape Cod coastal waterways
    Cape Cod coastal waterways are a network of interconnected estuaries, rivers, bays, and inlets along the Massachusetts peninsula known for their rich marine ecosystems, recreational boating, and scenic coastal landscapes.
  • D. Waquoit Bay National Estuarine Research Reserve
    Waquoit Bay National Estuarine Research Reserve is a protected coastal research and education area in Massachusetts focused on studying and conserving estuarine and coastal ecosystems.
  • E. Cape Cod Bay shoreline
    The Cape Cod Bay shoreline is a scenic coastal stretch along the inner curve of Cape Cod, known for its sandy beaches, tidal flats, and calm, sheltered waters.
  • 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_69d81c58feb08190a77bca8bf7d6d20f completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0247ccc881908dad7b547221f15d completed April 14, 2026, 9 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b07b0b2881909b316e3cc67f1ec1 completed May 3, 2026, 8:30 p.m.
NEDg Description generation batch_69f7b138158c8190957d43d529c37fa4 completed May 3, 2026, 8:34 p.m.
NED2 Entity disambiguation (via description) batch_69f7b1e0ab948190a046a68aa5e029a6 completed May 3, 2026, 8:36 p.m.
Created at: April 9, 2026, 10:11 p.m.