Triple

T13663772
Position Surface form Disambiguated ID Type / Status
Subject Los Banos, California E327062 entity
Predicate locatedNear P294 FINISHED
Object Los Banos Wildlife Area
Los Banos Wildlife Area is a protected natural habitat in California’s Central Valley known for its wetlands, diverse bird populations, and opportunities for wildlife viewing and outdoor recreation.
 E1055809 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: Los Banos Wildlife Area | Statement: [Los Banos, California, locatedNear, Los Banos Wildlife Area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Los Banos Wildlife Area
Context triple: [Los Banos, California, locatedNear, Los Banos Wildlife Area]
  • A. San Jacinto Wildlife Area
    San Jacinto Wildlife Area is a protected natural habitat in Riverside County, California, known for its wetlands, diverse bird populations, and opportunities for wildlife viewing and outdoor recreation.
  • B. Pasochoa Wildlife Refuge
    Pasochoa Wildlife Refuge is a protected natural area in Ecuador known for its cloud forest ecosystem, rich biodiversity, and opportunities for hiking and wildlife observation around the extinct Pasochoa volcano.
  • C. San Luis State Wildlife Area
    San Luis State Wildlife Area is a protected natural area in Colorado known for its wetlands, wildlife viewing, and outdoor recreation opportunities such as birdwatching, fishing, and hunting.
  • D. Okatibbee Wildlife Management Area
    Okatibbee Wildlife Management Area is a designated conservation and public recreation area in Lauderdale County, Mississippi, known for its hunting, fishing, and wildlife habitat.
  • E. Pacheco State Park
    Pacheco State Park is a California state park in the Diablo Range known for its rolling grasslands, wind turbines, and panoramic views near Pacheco Pass.
  • 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: Los Banos Wildlife Area
Triple: [Los Banos, California, locatedNear, Los Banos Wildlife Area]
Generated description
Los Banos Wildlife Area is a protected natural habitat in California’s Central Valley known for its wetlands, diverse bird populations, and opportunities for wildlife viewing and outdoor recreation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Los Banos Wildlife Area
Target entity description: Los Banos Wildlife Area is a protected natural habitat in California’s Central Valley known for its wetlands, diverse bird populations, and opportunities for wildlife viewing and outdoor recreation.
  • A. San Jacinto Wildlife Area
    San Jacinto Wildlife Area is a protected natural habitat in Riverside County, California, known for its wetlands, diverse bird populations, and opportunities for wildlife viewing and outdoor recreation.
  • B. Pasochoa Wildlife Refuge
    Pasochoa Wildlife Refuge is a protected natural area in Ecuador known for its cloud forest ecosystem, rich biodiversity, and opportunities for hiking and wildlife observation around the extinct Pasochoa volcano.
  • C. San Luis State Wildlife Area
    San Luis State Wildlife Area is a protected natural area in Colorado known for its wetlands, wildlife viewing, and outdoor recreation opportunities such as birdwatching, fishing, and hunting.
  • D. Okatibbee Wildlife Management Area
    Okatibbee Wildlife Management Area is a designated conservation and public recreation area in Lauderdale County, Mississippi, known for its hunting, fishing, and wildlife habitat.
  • E. Pacheco State Park
    Pacheco State Park is a California state park in the Diablo Range known for its rolling grasslands, wind turbines, and panoramic views near Pacheco Pass.
  • 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_69f794395618819094a7f0ffcf5d3fb6 completed May 3, 2026, 6:30 p.m.
NEDg Description generation batch_69f7986b9a1c8190b88634af9fc11ebe completed May 3, 2026, 6:48 p.m.
NED2 Entity disambiguation (via description) batch_69f798d7e1a0819087332287d5f9a25f completed May 3, 2026, 6:50 p.m.
Created at: April 9, 2026, 9:52 p.m.