Triple

T22878459
Position Surface form Disambiguated ID Type / Status
Subject Irvine Ranch land holdings E567391 entity
Predicate includes P1393 FINISHED
Object The Marketplace (Tustin/Irvine retail area)
The Marketplace is a large open-air shopping and entertainment center spanning the cities of Tustin and Irvine in Orange County, California, featuring big-box retailers, restaurants, and specialty shops.
E1558625 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: The Marketplace (Tustin/Irvine retail area) | Statement: [Irvine Ranch land holdings, includes, The Marketplace (Tustin/Irvine retail area)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Marketplace (Tustin/Irvine retail area)
Context triple: [Irvine Ranch land holdings, includes, The Marketplace (Tustin/Irvine retail area)]
  • A. Aliso Viejo Town Center
    Aliso Viejo Town Center is a major open-air shopping, dining, and entertainment complex serving as a central community hub in Aliso Viejo, California.
  • B. The Shops at Mission Viejo
    The Shops at Mission Viejo is a major indoor shopping mall in Mission Viejo, California, featuring a wide range of retail stores, dining options, and services.
  • C. Foothill Ranch Towne Centre
    Foothill Ranch Towne Centre is a major retail and dining shopping center serving the Foothill Ranch community in Lake Forest, California.
  • D. Marin Gateway Shopping Center
    Marin Gateway Shopping Center is a retail complex in Marin City, California, featuring a variety of stores, services, and dining options that serve the local community and nearby travelers.
  • E. Moreno Valley Mall
    Moreno Valley Mall is a regional indoor shopping center in Moreno Valley, California, featuring a variety of retail stores, dining options, and entertainment venues.
  • 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: The Marketplace (Tustin/Irvine retail area)
Triple: [Irvine Ranch land holdings, includes, The Marketplace (Tustin/Irvine retail area)]
Generated description
The Marketplace is a large open-air shopping and entertainment center spanning the cities of Tustin and Irvine in Orange County, California, featuring big-box retailers, restaurants, and specialty shops.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Marketplace (Tustin/Irvine retail area)
Target entity description: The Marketplace is a large open-air shopping and entertainment center spanning the cities of Tustin and Irvine in Orange County, California, featuring big-box retailers, restaurants, and specialty shops.
  • A. Aliso Viejo Town Center
    Aliso Viejo Town Center is a major open-air shopping, dining, and entertainment complex serving as a central community hub in Aliso Viejo, California.
  • B. The Shops at Mission Viejo
    The Shops at Mission Viejo is a major indoor shopping mall in Mission Viejo, California, featuring a wide range of retail stores, dining options, and services.
  • C. Foothill Ranch Towne Centre
    Foothill Ranch Towne Centre is a major retail and dining shopping center serving the Foothill Ranch community in Lake Forest, California.
  • D. Marin Gateway Shopping Center
    Marin Gateway Shopping Center is a retail complex in Marin City, California, featuring a variety of stores, services, and dining options that serve the local community and nearby travelers.
  • E. Moreno Valley Mall
    Moreno Valley Mall is a regional indoor shopping center in Moreno Valley, California, featuring a variety of retail stores, dining options, and entertainment venues.
  • 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_69e24589d8348190b96422d13a678bc1 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17f5a26f4819086ede6d85a2ab2bf completed April 29, 2026, 3:47 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bae9c5fe481909ac18f8628af83f0 completed May 19, 2026, 12:28 a.m.
NEDg Description generation batch_6a0bafe8692c819094c6e511964f8b2e completed May 19, 2026, 12:33 a.m.
NED2 Entity disambiguation (via description) batch_6a0bb0abb2c481909c1897b302e92579 completed May 19, 2026, 12:36 a.m.
Created at: April 17, 2026, 3:39 p.m.