Triple

T5727441
Position Surface form Disambiguated ID Type / Status
Subject Guadalupe-Nipomo Dunes E126299 entity
Predicate near P350 FINISHED
Object City of Guadalupe, California
The City of Guadalupe, California is a small agricultural and coastal community in Santa Barbara County that serves as a gateway to the nearby Guadalupe-Nipomo Dunes along the Central Coast.
E544976 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: City of Guadalupe, California | Statement: [Guadalupe-Nipomo Dunes, near, City of Guadalupe, California]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: City of Guadalupe, California
Context triple: [Guadalupe-Nipomo Dunes, near, City of Guadalupe, California]
  • A. El Granada, California
    El Granada, California is a coastal community in San Mateo County known for its residential neighborhoods, harbor access, and proximity to beaches and open space along the Pacific Ocean.
  • B. Duarte, California
    Duarte, California is a small suburban city in Los Angeles County known for its location along historic Route 66 at the base of the San Gabriel Mountains.
  • C. San Ysidro, California
    San Ysidro, California is a community in the southernmost part of San Diego, known for hosting one of the busiest land border crossings between the United States and Mexico.
  • D. San Carlos, California
    San Carlos, California is a small city on the San Francisco Peninsula known for its suburban charm, vibrant downtown, and role as a local transportation and business hub.
  • E. Alvarado, California
    Alvarado, California was a former town in Alameda County that later became part of present-day Union City.
  • 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: City of Guadalupe, California
Triple: [Guadalupe-Nipomo Dunes, near, City of Guadalupe, California]
Generated description
The City of Guadalupe, California is a small agricultural and coastal community in Santa Barbara County that serves as a gateway to the nearby Guadalupe-Nipomo Dunes along the Central Coast.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: City of Guadalupe, California
Target entity description: The City of Guadalupe, California is a small agricultural and coastal community in Santa Barbara County that serves as a gateway to the nearby Guadalupe-Nipomo Dunes along the Central Coast.
  • A. El Granada, California
    El Granada, California is a coastal community in San Mateo County known for its residential neighborhoods, harbor access, and proximity to beaches and open space along the Pacific Ocean.
  • B. Duarte, California
    Duarte, California is a small suburban city in Los Angeles County known for its location along historic Route 66 at the base of the San Gabriel Mountains.
  • C. San Ysidro, California
    San Ysidro, California is a community in the southernmost part of San Diego, known for hosting one of the busiest land border crossings between the United States and Mexico.
  • D. San Carlos, California
    San Carlos, California is a small city on the San Francisco Peninsula known for its suburban charm, vibrant downtown, and role as a local transportation and business hub.
  • E. Alvarado, California
    Alvarado, California was a former town in Alameda County that later became part of present-day Union City.
  • 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_69c0082f723881908ce8bb13a0c0f8b7 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0250c0ca081909340abae204cc226 completed March 22, 2026, 5:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07dfa10a88190b2e95987229915f5 completed March 22, 2026, 11:40 p.m.
NEDg Description generation batch_69c08d4002a88190b34c79a644dfd019 completed March 23, 2026, 12:45 a.m.
NED2 Entity disambiguation (via description) batch_69c08decf8108190b6b5fe8efd41387c completed March 23, 2026, 12:48 a.m.
Created at: March 22, 2026, 3:47 p.m.