Triple

T2080934
Position Surface form Disambiguated ID Type / Status
Subject Massachusetts Office of Coastal Zone Management E45238 entity
Predicate hasProgram P178 FINISHED
Object coastal wetlands restoration program
The coastal wetlands restoration program is a Massachusetts state initiative focused on restoring and enhancing degraded coastal wetlands to improve ecological health, resilience, and public benefits.
E231435 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: coastal wetlands restoration program | Statement: [Massachusetts Office of Coastal Zone Management, hasProgram, coastal wetlands restoration program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: coastal wetlands restoration program
Context triple: [Massachusetts Office of Coastal Zone Management, hasProgram, coastal wetlands restoration program]
  • A. Coastal Management Program
    The Coastal Management Program is a New York State initiative that guides the protection, development, and sustainable use of the state's coastal and waterfront resources.
  • B. Salton Sea Restoration Program
    The Salton Sea Restoration Program is a long-term environmental initiative aimed at addressing ecological degradation, public health risks, and habitat loss at California’s Salton Sea through water management, habitat creation, and dust control projects.
  • C. Environmental Restoration Program (New York State)
    The Environmental Restoration Program (New York State) is a state initiative that funds and oversees the investigation and cleanup of contaminated properties, particularly municipally owned brownfields, to promote environmental health and community redevelopment.
  • D. Submerged Lands and Environmental Resources Program
    The Submerged Lands and Environmental Resources Program is a division of Florida’s environmental agency that regulates activities affecting state-owned submerged lands and wetlands to protect water resources and aquatic ecosystems.
  • E. Comprehensive Everglades Restoration Plan
    The Comprehensive Everglades Restoration Plan is a large-scale, long-term federal–state initiative aimed at restoring the natural hydrology, water quality, and ecosystems of the Florida Everglades while supporting regional water needs.
  • 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: coastal wetlands restoration program
Triple: [Massachusetts Office of Coastal Zone Management, hasProgram, coastal wetlands restoration program]
Generated description
The coastal wetlands restoration program is a Massachusetts state initiative focused on restoring and enhancing degraded coastal wetlands to improve ecological health, resilience, and public benefits.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: coastal wetlands restoration program
Target entity description: The coastal wetlands restoration program is a Massachusetts state initiative focused on restoring and enhancing degraded coastal wetlands to improve ecological health, resilience, and public benefits.
  • A. Coastal Management Program
    The Coastal Management Program is a New York State initiative that guides the protection, development, and sustainable use of the state's coastal and waterfront resources.
  • B. Salton Sea Restoration Program
    The Salton Sea Restoration Program is a long-term environmental initiative aimed at addressing ecological degradation, public health risks, and habitat loss at California’s Salton Sea through water management, habitat creation, and dust control projects.
  • C. Environmental Restoration Program (New York State)
    The Environmental Restoration Program (New York State) is a state initiative that funds and oversees the investigation and cleanup of contaminated properties, particularly municipally owned brownfields, to promote environmental health and community redevelopment.
  • D. Submerged Lands and Environmental Resources Program
    The Submerged Lands and Environmental Resources Program is a division of Florida’s environmental agency that regulates activities affecting state-owned submerged lands and wetlands to protect water resources and aquatic ecosystems.
  • E. Comprehensive Everglades Restoration Plan
    The Comprehensive Everglades Restoration Plan is a large-scale, long-term federal–state initiative aimed at restoring the natural hydrology, water quality, and ecosystems of the Florida Everglades while supporting regional water needs.
  • 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_69a8891869c88190a02643e3bb746f59 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abba345be48190a1895f388e7749e5 completed March 7, 2026, 5:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae273ad87c8190a7b1407868692202 completed March 9, 2026, 1:49 a.m.
NEDg Description generation batch_69ae27b2c9d08190b1950abd8d41d3b3 completed March 9, 2026, 1:51 a.m.
NED2 Entity disambiguation (via description) batch_69ae2817ce3c81908e48170760cf98ef completed March 9, 2026, 1:53 a.m.
Created at: March 4, 2026, 7:41 p.m.