Triple

T5157680
Position Surface form Disambiguated ID Type / Status
Subject Merced County E116353 entity
Predicate hasCity P316 FINISHED
Object Los Banos
Los Banos is a small agricultural city in California’s San Joaquin Valley, known for farming, wetlands, and its role as a growing commuter community.
 E498326 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 | Statement: [Merced County, hasCity, Los Banos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Los Banos
Context triple: [Merced County, hasCity, Los Banos]
  • A. Los Baños
    Los Baños is a municipality in the Philippines known as a major center for agricultural research and education, particularly in rice science.
  • B. Las Peñas
    Las Peñas is a historic, colorful riverside neighborhood in Guayaquil, Ecuador, known for its colonial-era houses, art galleries, and panoramic views from the Santa Ana hill.
  • C. Las Cañitas
    Las Cañitas is a trendy, upscale neighborhood in Buenos Aires known for its vibrant nightlife, fashionable restaurants, and proximity to the city’s polo fields.
  • D. San Manuel
    San Manuel is a municipality in the province of Tarlac in the Philippines, known primarily as an agricultural community.
  • E. Cerritos
    Cerritos is a suburban city in southeastern Los Angeles County, California, known for its planned residential communities, strong public schools, and major retail centers like the Los Cerritos Center.
  • 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
Triple: [Merced County, hasCity, Los Banos]
Generated description
Los Banos is a small agricultural city in California’s San Joaquin Valley, known for farming, wetlands, and its role as a growing commuter community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Los Banos
Target entity description: Los Banos is a small agricultural city in California’s San Joaquin Valley, known for farming, wetlands, and its role as a growing commuter community.
  • A. Los Baños
    Los Baños is a municipality in the Philippines known as a major center for agricultural research and education, particularly in rice science.
  • B. Las Peñas
    Las Peñas is a historic, colorful riverside neighborhood in Guayaquil, Ecuador, known for its colonial-era houses, art galleries, and panoramic views from the Santa Ana hill.
  • C. Las Cañitas
    Las Cañitas is a trendy, upscale neighborhood in Buenos Aires known for its vibrant nightlife, fashionable restaurants, and proximity to the city’s polo fields.
  • D. San Manuel
    San Manuel is a municipality in the province of Tarlac in the Philippines, known primarily as an agricultural community.
  • E. Cerritos
    Cerritos is a suburban city in southeastern Los Angeles County, California, known for its planned residential communities, strong public schools, and major retail centers like the Los Cerritos Center.
  • 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_69bd445d94788190b72e2cc563120995 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7902fbe48190abb58cb0b2b2b62d completed March 20, 2026, 4:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69bed0168a648190a470507802aa8934 completed March 21, 2026, 5:06 p.m.
NEDg Description generation batch_69bed0b4c8648190a151383277a8297d completed March 21, 2026, 5:09 p.m.
NED2 Entity disambiguation (via description) batch_69bed14d7a5c8190ac5b09f59a8dda1a completed March 21, 2026, 5:11 p.m.
Created at: March 20, 2026, 1:44 p.m.