Triple
T8088363
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Irvine Transportation Center |
E188791
|
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 like the Giant Wheel.
|
E567391
|
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 Transportation Center, serves, Irvine Spectrum area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Irvine Spectrum area Context triple: [Irvine Transportation Center, serves, Irvine Spectrum area]
-
A.
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.
-
B.
Foothill Ranch, California
Foothill Ranch, California is a master-planned suburban community in Orange County known for its residential neighborhoods and corporate office parks.
-
C.
Mar Vista
Mar Vista is a primarily residential neighborhood on the Westside of Los Angeles known for its quiet streets, mid-century homes, and proximity to coastal areas like Venice.
-
D.
West Valley Center
West Valley Center is a satellite campus of Salt Lake Community College serving students in the West Valley area with a range of academic and community-focused programs.
-
E.
Porter Ranch
Porter Ranch is an affluent suburban neighborhood in the northwest San Fernando Valley region of Los Angeles, known for its hillside homes and proximity to the Santa Susana Mountains.
- 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 Transportation Center, 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 like the Giant Wheel.
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 like the Giant Wheel.
-
A.
Irvine Ranch land holdings
chosen
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.
-
B.
Foothill Ranch, California
Foothill Ranch, California is a master-planned suburban community in Orange County known for its residential neighborhoods and corporate office parks.
-
C.
Mar Vista
Mar Vista is a primarily residential neighborhood on the Westside of Los Angeles known for its quiet streets, mid-century homes, and proximity to coastal areas like Venice.
-
D.
West Valley Center
West Valley Center is a satellite campus of Salt Lake Community College serving students in the West Valley area with a range of academic and community-focused programs.
-
E.
Porter Ranch
Porter Ranch is an affluent suburban neighborhood in the northwest San Fernando Valley region of Los Angeles, known for its hillside homes and proximity to the Santa Susana Mountains.
- F. None of above.
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_69ca82b7b3e88190b9041ab0ef28b3cb |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb421c717c819089dd88c30a6401aa |
completed | March 31, 2026, 3:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce38eaf93481908939e770f0dda7f5 |
completed | April 2, 2026, 9:37 a.m. |
| NEDg | Description generation | batch_69ce3b1e188c8190ad894478141f6501 |
completed | April 2, 2026, 9:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce3bfd00948190b3956be3f8c5d547 |
completed | April 2, 2026, 9:50 a.m. |
Created at: March 30, 2026, 5:29 p.m.