Triple

T23194462
Position Surface form Disambiguated ID Type / Status
Subject Avoyelles Parish, Louisiana, United States E579836 entity
Predicate hasProtectedArea P855 FINISHED
Object Spring Bayou Wildlife Management Area
Spring Bayou Wildlife Management Area is a state-managed natural preserve in central Louisiana known for its bayous, wetlands, and opportunities for hunting, fishing, and wildlife viewing.
 E1573478 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: Spring Bayou Wildlife Management Area | Statement: [Avoyelles Parish, Louisiana, United States, hasProtectedArea, Spring Bayou Wildlife Management Area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Spring Bayou Wildlife Management Area
Context triple: [Avoyelles Parish, Louisiana, United States, hasProtectedArea, Spring Bayou Wildlife Management Area]
  • A. Bayou Meto Wildlife Management Area
    Bayou Meto Wildlife Management Area is a large, state-managed wetland and forest habitat in Arkansas renowned for its waterfowl hunting, wildlife viewing, and conservation of bottomland hardwood ecosystems.
  • B. Pearl River Wildlife Management Area
    Pearl River Wildlife Management Area is a protected natural area in southern Mississippi known for its diverse wetlands, wildlife habitat, and opportunities for hunting, fishing, and outdoor recreation.
  • C. Saco Bay Wildlife Management Area
    Saco Bay Wildlife Management Area is a protected coastal habitat in Maine managed for the conservation of wildlife and natural resources, including shorebirds and other coastal species.
  • D. Chipola River Wildlife Management Area
    Chipola River Wildlife Management Area is a protected natural area in Florida that conserves habitats along the Chipola River and provides opportunities for wildlife viewing, hunting, fishing, and other outdoor recreation.
  • E. Pascagoula River Wildlife Management Area
    Pascagoula River Wildlife Management Area is a protected natural area in coastal Mississippi known for conserving bottomland hardwood forests, wetlands, and diverse wildlife along the Pascagoula River.
  • 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: Spring Bayou Wildlife Management Area
Triple: [Avoyelles Parish, Louisiana, United States, hasProtectedArea, Spring Bayou Wildlife Management Area]
Generated description
Spring Bayou Wildlife Management Area is a state-managed natural preserve in central Louisiana known for its bayous, wetlands, and opportunities for hunting, fishing, and wildlife viewing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Spring Bayou Wildlife Management Area
Target entity description: Spring Bayou Wildlife Management Area is a state-managed natural preserve in central Louisiana known for its bayous, wetlands, and opportunities for hunting, fishing, and wildlife viewing.
  • A. Bayou Meto Wildlife Management Area
    Bayou Meto Wildlife Management Area is a large, state-managed wetland and forest habitat in Arkansas renowned for its waterfowl hunting, wildlife viewing, and conservation of bottomland hardwood ecosystems.
  • B. Pearl River Wildlife Management Area
    Pearl River Wildlife Management Area is a protected natural area in southern Mississippi known for its diverse wetlands, wildlife habitat, and opportunities for hunting, fishing, and outdoor recreation.
  • C. Saco Bay Wildlife Management Area
    Saco Bay Wildlife Management Area is a protected coastal habitat in Maine managed for the conservation of wildlife and natural resources, including shorebirds and other coastal species.
  • D. Chipola River Wildlife Management Area
    Chipola River Wildlife Management Area is a protected natural area in Florida that conserves habitats along the Chipola River and provides opportunities for wildlife viewing, hunting, fishing, and other outdoor recreation.
  • E. Pascagoula River Wildlife Management Area
    Pascagoula River Wildlife Management Area is a protected natural area in coastal Mississippi known for conserving bottomland hardwood forests, wetlands, and diverse wildlife along the Pascagoula River.
  • 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_69e24600eed08190bd7e5295653a1503 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18fda64cc8190aeb5ccd8d8d20858 completed April 29, 2026, 4:58 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c30bcb5d4819088b89ef3aa187791 completed May 19, 2026, 9:43 a.m.
NEDg Description generation batch_6a0c3283a77081908369f2b8cb78c781 completed May 19, 2026, 9:50 a.m.
NED2 Entity disambiguation (via description) batch_6a0c331f08248190a6fa671734fca280 completed May 19, 2026, 9:53 a.m.
Created at: April 17, 2026, 4:06 p.m.