Triple

T4853647
Position Surface form Disambiguated ID Type / Status
Subject Essex, California E108480 entity
Predicate nearbyPlace P2064 FINISHED
Object Cadiz, California
Cadiz, California is a small, unincorporated desert community in San Bernardino County best known for its proximity to the Mojave Desert and the controversial Cadiz water project.
E475275 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: Cadiz, California | Statement: [Essex, California, nearbyPlace, Cadiz, California]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cadiz, California
Context triple: [Essex, California, nearbyPlace, Cadiz, California]
  • A. San Pablo, California
    San Pablo, California is a small, diverse city in the San Francisco Bay Area known for its residential neighborhoods and proximity to Richmond and major regional freeways.
  • B. Monterey
    Monterey is a historic coastal city in Northern California known for its scenic bay, marine life, and former prominence as a sardine-canning and fishing center.
  • C. Monterey
    Monterey is a small rural town in Berkshire County, western Massachusetts, known for its scenic landscapes, forests, and lakes.
  • D. Valencia, California
    Valencia, California is a master-planned community in the city of Santa Clarita known for its residential neighborhoods, shopping centers, and as the home of the renowned California Institute of the Arts.
  • E. Calexico, California
    Calexico, California is a small border city in Imperial County that serves as a major gateway for trade and travel between the United States and Mexicali, Mexico.
  • 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: Cadiz, California
Triple: [Essex, California, nearbyPlace, Cadiz, California]
Generated description
Cadiz, California is a small, unincorporated desert community in San Bernardino County best known for its proximity to the Mojave Desert and the controversial Cadiz water project.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cadiz, California
Target entity description: Cadiz, California is a small, unincorporated desert community in San Bernardino County best known for its proximity to the Mojave Desert and the controversial Cadiz water project.
  • A. San Pablo, California
    San Pablo, California is a small, diverse city in the San Francisco Bay Area known for its residential neighborhoods and proximity to Richmond and major regional freeways.
  • B. Monterey
    Monterey is a historic coastal city in Northern California known for its scenic bay, marine life, and former prominence as a sardine-canning and fishing center.
  • C. Monterey
    Monterey is a small rural town in Berkshire County, western Massachusetts, known for its scenic landscapes, forests, and lakes.
  • D. Valencia, California
    Valencia, California is a master-planned community in the city of Santa Clarita known for its residential neighborhoods, shopping centers, and as the home of the renowned California Institute of the Arts.
  • E. Calexico, California
    Calexico, California is a small border city in Imperial County that serves as a major gateway for trade and travel between the United States and Mexicali, Mexico.
  • 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_69bd440a89548190a5f14ba6da6b97dc completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6d3b00fc81909bdb95eb9648c907 completed March 20, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69be5ce33db08190b44b5b0c21d2b850 completed March 21, 2026, 8:54 a.m.
NEDg Description generation batch_69be5f6142648190bec124c9c3933cc3 completed March 21, 2026, 9:05 a.m.
NED2 Entity disambiguation (via description) batch_69be5ffeaff481908e2e80ddc82ac6f6 completed March 21, 2026, 9:08 a.m.
Created at: March 20, 2026, 1:26 p.m.