Triple

T19469137
Position Surface form Disambiguated ID Type / Status
Subject BCDC E487076 entity
Predicate hasRegulatoryInstrument P62842 FINISHED
Object Bay Plan
Bay Plan is a comprehensive land-use and environmental management framework guiding development and conservation decisions around the San Francisco Bay.
 E1377500 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: Bay Plan | Statement: [BCDC, hasRegulatoryInstrument, Bay Plan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bay Plan
Context triple: [BCDC, hasRegulatoryInstrument, Bay Plan]
  • A. Pearl River, Louisiana
    Pearl River, Louisiana is a small town in St. Tammany Parish in southeastern Louisiana, known for its proximity to the Pearl River and access to nearby wetlands and outdoor recreation.
  • B. Golden Meadow, Louisiana
    Golden Meadow, Louisiana is a small coastal town in Lafourche Parish known for its Cajun culture, commercial fishing, and proximity to the Gulf of Mexico.
  • C. New Iberia
    New Iberia is a small city in southern Louisiana, United States, known for its Cajun and Creole culture, historic architecture, and proximity to the Bayou Teche.
  • D. New Orleans East Bank
    New Orleans East Bank is the portion of New Orleans located on the eastern side of the Mississippi River, encompassing many of the city’s core neighborhoods and commercial areas.
  • E. Bayou Goula, Louisiana
    Bayou Goula, Louisiana is a small unincorporated community along the Mississippi River in southeastern Louisiana known for its historic roots in the state's plantation and river culture.
  • 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: Bay Plan
Triple: [BCDC, hasRegulatoryInstrument, Bay Plan]
Generated description
Bay Plan is a comprehensive land-use and environmental management framework guiding development and conservation decisions around the San Francisco Bay.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bay Plan
Target entity description: Bay Plan is a comprehensive land-use and environmental management framework guiding development and conservation decisions around the San Francisco Bay.
  • A. Pearl River, Louisiana
    Pearl River, Louisiana is a small town in St. Tammany Parish in southeastern Louisiana, known for its proximity to the Pearl River and access to nearby wetlands and outdoor recreation.
  • B. Golden Meadow, Louisiana
    Golden Meadow, Louisiana is a small coastal town in Lafourche Parish known for its Cajun culture, commercial fishing, and proximity to the Gulf of Mexico.
  • C. New Iberia
    New Iberia is a small city in southern Louisiana, United States, known for its Cajun and Creole culture, historic architecture, and proximity to the Bayou Teche.
  • D. New Orleans East Bank
    New Orleans East Bank is the portion of New Orleans located on the eastern side of the Mississippi River, encompassing many of the city’s core neighborhoods and commercial areas.
  • E. Bayou Goula, Louisiana
    Bayou Goula, Louisiana is a small unincorporated community along the Mississippi River in southeastern Louisiana known for its historic roots in the state's plantation and river culture.
  • 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_69d8e8d86d608190bd199a98d0297f27 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e633e6fd988190b79be580b65746fe completed April 20, 2026, 2:10 p.m.
NED1 Entity disambiguation (via context triple) batch_6a073b41f34c8190abc737a01bc09973 completed May 15, 2026, 3:26 p.m.
NEDg Description generation batch_6a073bd8fd108190b4aa79dcdf3c2758 completed May 15, 2026, 3:29 p.m.
NED2 Entity disambiguation (via description) batch_6a073c574c808190b2ae6df5477c27bb completed May 15, 2026, 3:31 p.m.
Created at: April 10, 2026, 1:39 p.m.