Triple

T20712177
Position Surface form Disambiguated ID Type / Status
Subject Palo Alto Duck Pond E509074 entity
Predicate adjacentTo P224 FINISHED
Object San Francisco Bay wetlands
San Francisco Bay wetlands are a network of tidal marshes, mudflats, and restored habitats along the shores of San Francisco Bay that support rich biodiversity and provide crucial ecological services such as flood protection and water filtration.
E1447307 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: San Francisco Bay wetlands | Statement: [Palo Alto Duck Pond, adjacentTo, San Francisco Bay wetlands]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: San Francisco Bay wetlands
Context triple: [Palo Alto Duck Pond, adjacentTo, San Francisco Bay wetlands]
  • A. South Bay wetlands
    South Bay wetlands are a network of tidal marshes and mudflats along the southern end of San Francisco Bay that provide critical habitat for wildlife and help support regional biodiversity and flood protection.
  • B. Don Edwards San Francisco Bay National Wildlife Refuge
    Don Edwards San Francisco Bay National Wildlife Refuge is a protected wetland and wildlife habitat in the southern San Francisco Bay, known for its migratory birds, tidal marshes, and public trails.
  • C. San Francisco Bay salt ponds
    The San Francisco Bay salt ponds are a network of colorful, human-made evaporation ponds along the Bay’s shoreline historically used for salt production and now central to major wetland restoration and conservation efforts.
  • D. Elkhorn Slough
    Elkhorn Slough is a major tidal wetland and estuarine reserve on California’s central coast, renowned for its rich biodiversity and critical habitat for migratory birds and marine life.
  • E. Suisun Marsh
    Suisun Marsh is one of the largest contiguous estuarine marshes on the West Coast of the United States, providing critical habitat for diverse wildlife and supporting the ecological health of the San Francisco Bay–Delta system.
  • 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: San Francisco Bay wetlands
Triple: [Palo Alto Duck Pond, adjacentTo, San Francisco Bay wetlands]
Generated description
San Francisco Bay wetlands are a network of tidal marshes, mudflats, and restored habitats along the shores of San Francisco Bay that support rich biodiversity and provide crucial ecological services such as flood protection and water filtration.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: San Francisco Bay wetlands
Target entity description: San Francisco Bay wetlands are a network of tidal marshes, mudflats, and restored habitats along the shores of San Francisco Bay that support rich biodiversity and provide crucial ecological services such as flood protection and water filtration.
  • A. South Bay wetlands
    South Bay wetlands are a network of tidal marshes and mudflats along the southern end of San Francisco Bay that provide critical habitat for wildlife and help support regional biodiversity and flood protection.
  • B. Don Edwards San Francisco Bay National Wildlife Refuge
    Don Edwards San Francisco Bay National Wildlife Refuge is a protected wetland and wildlife habitat in the southern San Francisco Bay, known for its migratory birds, tidal marshes, and public trails.
  • C. San Francisco Bay salt ponds
    The San Francisco Bay salt ponds are a network of colorful, human-made evaporation ponds along the Bay’s shoreline historically used for salt production and now central to major wetland restoration and conservation efforts.
  • D. Elkhorn Slough
    Elkhorn Slough is a major tidal wetland and estuarine reserve on California’s central coast, renowned for its rich biodiversity and critical habitat for migratory birds and marine life.
  • E. Suisun Marsh
    Suisun Marsh is one of the largest contiguous estuarine marshes on the West Coast of the United States, providing critical habitat for diverse wildlife and supporting the ecological health of the San Francisco Bay–Delta system.
  • 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_69e0b4c40ad88190b81f77695366d328 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c1ce84e48190922db93ed4b5d21b completed April 21, 2026, 12:16 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08e04f58648190acf2cdc03ada05a4 completed May 16, 2026, 9:23 p.m.
NEDg Description generation batch_6a08e15d93ec8190bbe859fb42a4a5ac completed May 16, 2026, 9:27 p.m.
NED2 Entity disambiguation (via description) batch_6a08e25d8cb08190ba75b792aac192ab completed May 16, 2026, 9:32 p.m.
Created at: April 16, 2026, 12:15 p.m.