Triple

T7478366
Position Surface form Disambiguated ID Type / Status
Subject Atchafalaya Basin E176686 entity
Predicate partlyProtectedBy P17411 FINISHED
Object Atchafalaya Basin Program (state program)
The Atchafalaya Basin Program is a Louisiana state initiative that manages and protects the Atchafalaya Basin’s wetlands, waterways, and natural resources through conservation, restoration, and flood management efforts.
 E666959 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: Atchafalaya Basin Program (state program) | Statement: [Atchafalaya Basin, partlyProtectedBy, Atchafalaya Basin Program (state program)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Atchafalaya Basin Program (state program)
Context triple: [Atchafalaya Basin, partlyProtectedBy, Atchafalaya Basin Program (state program)]
  • A. Atchafalaya Basin
    The Atchafalaya Basin is a vast river swamp and wetland in south-central Louisiana, known as the largest wetland and swamp in the United States and a critical habitat for diverse wildlife.
  • B. Northwestern Louisiana
    Northwestern Louisiana is a region of the U.S. state of Louisiana centered around the city of Shreveport and known for its blend of Southern, Texan, and Ark-La-Tex cultural influences.
  • C. 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.
  • D. Wetlands Reserve Program
    The Wetlands Reserve Program was a U.S. Department of Agriculture initiative that provided financial and technical assistance to landowners to restore, protect, and enhance wetlands on their property.
  • E. Vacherie, Louisiana
    Vacherie, Louisiana is a small unincorporated community along the Mississippi River known for its historic sugarcane plantations and Creole heritage.
  • 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: Atchafalaya Basin Program (state program)
Triple: [Atchafalaya Basin, partlyProtectedBy, Atchafalaya Basin Program (state program)]
Generated description
The Atchafalaya Basin Program is a Louisiana state initiative that manages and protects the Atchafalaya Basin’s wetlands, waterways, and natural resources through conservation, restoration, and flood management efforts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Atchafalaya Basin Program (state program)
Target entity description: The Atchafalaya Basin Program is a Louisiana state initiative that manages and protects the Atchafalaya Basin’s wetlands, waterways, and natural resources through conservation, restoration, and flood management efforts.
  • A. Atchafalaya Basin
    The Atchafalaya Basin is a vast river swamp and wetland in south-central Louisiana, known as the largest wetland and swamp in the United States and a critical habitat for diverse wildlife.
  • B. Northwestern Louisiana
    Northwestern Louisiana is a region of the U.S. state of Louisiana centered around the city of Shreveport and known for its blend of Southern, Texan, and Ark-La-Tex cultural influences.
  • C. 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.
  • D. Wetlands Reserve Program
    The Wetlands Reserve Program was a U.S. Department of Agriculture initiative that provided financial and technical assistance to landowners to restore, protect, and enhance wetlands on their property.
  • E. Vacherie, Louisiana
    Vacherie, Louisiana is a small unincorporated community along the Mississippi River known for its historic sugarcane plantations and Creole heritage.
  • 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_69c69f236ce08190a04d7679f03b29b2 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f4f0088c8190880770ac31e5b7a7 completed March 27, 2026, 9:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8348e8d108190b77e59e9df336d81 completed March 28, 2026, 8:05 p.m.
NEDg Description generation batch_69c836441e3081909671c8c118429eb5 completed March 28, 2026, 8:12 p.m.
NED2 Entity disambiguation (via description) batch_69c836c34a488190a84e0136bc02f1cd completed March 28, 2026, 8:14 p.m.
Created at: March 27, 2026, 3:42 p.m.