Triple

T13663773
Position Surface form Disambiguated ID Type / Status
Subject Los Banos, California E327062 entity
Predicate locatedNear P294 FINISHED
Object Grasslands Wildlife Management Area
Grasslands Wildlife Management Area is a protected wetland and grassland complex in California’s Central Valley known for its rich biodiversity and importance to migratory waterfowl and other wildlife.
 E1053466 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: Grasslands Wildlife Management Area | Statement: [Los Banos, California, locatedNear, Grasslands Wildlife Management Area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Grasslands Wildlife Management Area
Context triple: [Los Banos, California, locatedNear, Grasslands Wildlife Management Area]
  • A. Wildwood Wildlife Management Area
    Wildwood Wildlife Management Area is a public wildlife conservation and recreation area in Saunders County, Nebraska, managed primarily for habitat protection, hunting, and outdoor activities.
  • B. Steptoe Valley Wildlife Management Area
    Steptoe Valley Wildlife Management Area is a protected habitat in eastern Nevada managed primarily for wildlife conservation, hunting, and outdoor recreation.
  • C. Palachucola Wildlife Management Area
    Palachucola Wildlife Management Area is a state-managed natural area in Jasper County, South Carolina, known for its hunting, fishing, and wildlife conservation opportunities.
  • D. Kerr Wildlife Management Area
    Kerr Wildlife Management Area is a state-managed wildlife conservation and public hunting area in Kerr County, Texas, known for habitat management, research, and outdoor recreation.
  • E. Midewin National Tallgrass Prairie
    Midewin National Tallgrass Prairie is a large restored tallgrass prairie and protected natural area in northeastern Illinois managed by the U.S. Forest Service for conservation, recreation, and habitat preservation.
  • 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: Grasslands Wildlife Management Area
Triple: [Los Banos, California, locatedNear, Grasslands Wildlife Management Area]
Generated description
Grasslands Wildlife Management Area is a protected wetland and grassland complex in California’s Central Valley known for its rich biodiversity and importance to migratory waterfowl and other wildlife.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Grasslands Wildlife Management Area
Target entity description: Grasslands Wildlife Management Area is a protected wetland and grassland complex in California’s Central Valley known for its rich biodiversity and importance to migratory waterfowl and other wildlife.
  • A. Wildwood Wildlife Management Area
    Wildwood Wildlife Management Area is a public wildlife conservation and recreation area in Saunders County, Nebraska, managed primarily for habitat protection, hunting, and outdoor activities.
  • B. Steptoe Valley Wildlife Management Area
    Steptoe Valley Wildlife Management Area is a protected habitat in eastern Nevada managed primarily for wildlife conservation, hunting, and outdoor recreation.
  • C. Palachucola Wildlife Management Area
    Palachucola Wildlife Management Area is a state-managed natural area in Jasper County, South Carolina, known for its hunting, fishing, and wildlife conservation opportunities.
  • D. Kerr Wildlife Management Area
    Kerr Wildlife Management Area is a state-managed wildlife conservation and public hunting area in Kerr County, Texas, known for habitat management, research, and outdoor recreation.
  • E. Midewin National Tallgrass Prairie
    Midewin National Tallgrass Prairie is a large restored tallgrass prairie and protected natural area in northeastern Illinois managed by the U.S. Forest Service for conservation, recreation, and habitat preservation.
  • 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_69d8076d8270819092afc2f0e9c359a8 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc622a07c81909ef7fb55e719dd9a completed April 12, 2026, 4:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f78b0ac4c88190ab6f753c6847eb6e completed May 3, 2026, 5:51 p.m.
NEDg Description generation batch_69f78cdf1a74819087b0370060ddfa99 completed May 3, 2026, 5:58 p.m.
NED2 Entity disambiguation (via description) batch_69f78e00007c81909007a751fd4625c2 completed May 3, 2026, 6:03 p.m.
Created at: April 9, 2026, 9:52 p.m.