Triple

T20659458
Position Surface form Disambiguated ID Type / Status
Subject Irvine station E507717 entity
Predicate serves P98 FINISHED
Object Irvine Spectrum area
The Irvine Spectrum area is a major commercial and entertainment district in Irvine, California, known for its large outdoor shopping center, offices, dining, and attractions.
E1442793 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: Irvine Spectrum area | Statement: [Irvine station, serves, Irvine Spectrum area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Irvine Spectrum area
Context triple: [Irvine station, serves, Irvine Spectrum area]
  • A. Irvine Ranch area
    The Irvine Ranch area is a master-planned region in Orange County, California, known for its extensive residential communities, commercial centers, and preserved open spaces originally developed from the historic Irvine Company ranch lands.
  • B. Irvine Ranch land holdings
    Irvine Ranch land holdings comprise the extensive master-planned residential, commercial, and open-space properties in Orange County, California, historically developed and managed by The Irvine Company.
  • C. Foothill Ranch, California
    Foothill Ranch, California is a master-planned suburban community in Orange County known for its residential neighborhoods and corporate office parks.
  • D. Rancho Mission Viejo
    Rancho Mission Viejo is a historic Mexican land grant and large master-planned ranch community in southern Orange County, California, known for its preserved open space and residential developments.
  • E. Rancho Niguel
    Rancho Niguel was a historic Mexican land grant in what is now southern Orange County, California, that gave its name to the modern city of Laguna Niguel.
  • 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: Irvine Spectrum area
Triple: [Irvine station, serves, Irvine Spectrum area]
Generated description
The Irvine Spectrum area is a major commercial and entertainment district in Irvine, California, known for its large outdoor shopping center, offices, dining, and attractions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Irvine Spectrum area
Target entity description: The Irvine Spectrum area is a major commercial and entertainment district in Irvine, California, known for its large outdoor shopping center, offices, dining, and attractions.
  • A. Irvine Ranch area
    The Irvine Ranch area is a master-planned region in Orange County, California, known for its extensive residential communities, commercial centers, and preserved open spaces originally developed from the historic Irvine Company ranch lands.
  • B. Irvine Ranch land holdings
    Irvine Ranch land holdings comprise the extensive master-planned residential, commercial, and open-space properties in Orange County, California, historically developed and managed by The Irvine Company.
  • C. Foothill Ranch, California
    Foothill Ranch, California is a master-planned suburban community in Orange County known for its residential neighborhoods and corporate office parks.
  • D. Rancho Mission Viejo
    Rancho Mission Viejo is a historic Mexican land grant and large master-planned ranch community in southern Orange County, California, known for its preserved open space and residential developments.
  • E. Rancho Niguel
    Rancho Niguel was a historic Mexican land grant in what is now southern Orange County, California, that gave its name to the modern city of Laguna Niguel.
  • 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_69e0b4bf58c081908e52a4500e03ff83 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6b2eff7a88190be0bdea227616e02 completed April 20, 2026, 11:12 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08c59bcd4c8190925addae1e67c5b4 completed May 16, 2026, 7:29 p.m.
NEDg Description generation batch_6a08c6b50ea8819083ff85b85b2b6082 completed May 16, 2026, 7:34 p.m.
NED2 Entity disambiguation (via description) batch_6a08c7bf78b48190936455734ecf055d completed May 16, 2026, 7:38 p.m.
Created at: April 16, 2026, 11:43 a.m.