Triple

T9544607
Position Surface form Disambiguated ID Type / Status
Subject Laguna Niguel, California E230248 entity
Predicate hasShoppingCenter P1495 FINISHED
Object Laguna Niguel Promenade
Laguna Niguel Promenade is a local retail and dining shopping center serving the community of Laguna Niguel in Southern California.
E805836 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: Laguna Niguel Promenade | Statement: [Laguna Niguel, California, hasShoppingCenter, Laguna Niguel Promenade]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Laguna Niguel Promenade
Context triple: [Laguna Niguel, California, hasShoppingCenter, Laguna Niguel Promenade]
  • A. White Rock Promenade
    White Rock Promenade is a popular seaside walkway in White Rock, British Columbia, known for its scenic ocean views, long pier, and beachfront attractions.
  • B. Promenade Temecula
    Promenade Temecula is a large regional shopping mall and entertainment center in Temecula, California, featuring major retailers, dining, and community events.
  • C. Ventura Promenade
    Ventura Promenade is a coastal pedestrian and bike pathway in Ventura, California, offering oceanfront views, beach access, and connections to local attractions along the shoreline.
  • D. West Cliff Drive
    West Cliff Drive is a scenic coastal roadway and walking path in Santa Cruz, California, known for its ocean views, surf breaks, and access to beaches and parks.
  • E. Clackamas Promenade
    Clackamas Promenade is a regional shopping center in Clackamas, Oregon, featuring a variety of retail stores, dining options, and services for local shoppers.
  • 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: Laguna Niguel Promenade
Triple: [Laguna Niguel, California, hasShoppingCenter, Laguna Niguel Promenade]
Generated description
Laguna Niguel Promenade is a local retail and dining shopping center serving the community of Laguna Niguel in Southern California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Laguna Niguel Promenade
Target entity description: Laguna Niguel Promenade is a local retail and dining shopping center serving the community of Laguna Niguel in Southern California.
  • A. White Rock Promenade
    White Rock Promenade is a popular seaside walkway in White Rock, British Columbia, known for its scenic ocean views, long pier, and beachfront attractions.
  • B. Promenade Temecula
    Promenade Temecula is a large regional shopping mall and entertainment center in Temecula, California, featuring major retailers, dining, and community events.
  • C. Ventura Promenade
    Ventura Promenade is a coastal pedestrian and bike pathway in Ventura, California, offering oceanfront views, beach access, and connections to local attractions along the shoreline.
  • D. West Cliff Drive
    West Cliff Drive is a scenic coastal roadway and walking path in Santa Cruz, California, known for its ocean views, surf breaks, and access to beaches and parks.
  • E. Clackamas Promenade
    Clackamas Promenade is a regional shopping center in Clackamas, Oregon, featuring a variety of retail stores, dining options, and services for local shoppers.
  • 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_69ca847c70b8819088a0a0bad64a50d6 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd98ebd4148190b71b134d7545fe35 completed April 1, 2026, 10:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69d14c6cd93c8190ac197afda780ce78 completed April 4, 2026, 5:37 p.m.
NEDg Description generation batch_69d14d44b7f08190b66fecb315b37535 completed April 4, 2026, 5:41 p.m.
NED2 Entity disambiguation (via description) batch_69d14e0823e881908ed723d20f14789b completed April 4, 2026, 5:44 p.m.
Created at: March 30, 2026, 8:01 p.m.