Triple
T9746779
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ladera Ranch, California |
E236329
|
entity |
| Predicate | governedBy |
P46
|
FINISHED |
| Object |
Ladera Ranch Maintenance Corporation
Ladera Ranch Maintenance Corporation is the homeowners association responsible for managing and maintaining the common areas, amenities, and community standards of the master-planned community of Ladera Ranch in California.
|
E236329
|
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: Ladera Ranch Maintenance Corporation | Statement: [Ladera Ranch, California, governedBy, Ladera Ranch Maintenance Corporation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ladera Ranch Maintenance Corporation Context triple: [Ladera Ranch, California, governedBy, Ladera Ranch Maintenance Corporation]
-
A.
Ladera Ranch, California
Ladera Ranch, California is a master-planned suburban community known for its family-oriented neighborhoods, parks, and trails in southern Orange County.
-
B.
Laguna Niguel Corporation
Laguna Niguel Corporation was a development company instrumental in planning and building the master-planned community that became the city of Laguna Niguel, California.
-
C.
Ladera Heights
Ladera Heights is an affluent, predominantly residential community in Los Angeles County known for its hillside homes and proximity to West Los Angeles and Culver City.
-
D.
Ladera Center
Ladera Center is a neighborhood shopping and commercial plaza serving the Ladera Heights community in Los Angeles.
-
E.
Stevenson Ranch
Stevenson Ranch is a master-planned suburban community in Los Angeles County, California, known for its family-oriented neighborhoods and proximity to the city of Santa Clarita.
- 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: Ladera Ranch Maintenance Corporation Triple: [Ladera Ranch, California, governedBy, Ladera Ranch Maintenance Corporation]
Generated description
Ladera Ranch Maintenance Corporation is the homeowners association responsible for managing and maintaining the common areas, amenities, and community standards of the master-planned community of Ladera Ranch in California.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ladera Ranch Maintenance Corporation Target entity description: Ladera Ranch Maintenance Corporation is the homeowners association responsible for managing and maintaining the common areas, amenities, and community standards of the master-planned community of Ladera Ranch in California.
-
A.
Ladera Ranch, California
chosen
Ladera Ranch, California is a master-planned suburban community known for its family-oriented neighborhoods, parks, and trails in southern Orange County.
-
B.
Laguna Niguel Corporation
Laguna Niguel Corporation was a development company instrumental in planning and building the master-planned community that became the city of Laguna Niguel, California.
-
C.
Ladera Heights
Ladera Heights is an affluent, predominantly residential community in Los Angeles County known for its hillside homes and proximity to West Los Angeles and Culver City.
-
D.
Ladera Center
Ladera Center is a neighborhood shopping and commercial plaza serving the Ladera Heights community in Los Angeles.
-
E.
Stevenson Ranch
Stevenson Ranch is a master-planned suburban community in Los Angeles County, California, known for its family-oriented neighborhoods and proximity to the city of Santa Clarita.
- 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_69ca84d3e24481908a476e2231123cf9 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cd9f677830819096d388b9c798ecd5 |
completed | April 1, 2026, 10:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1b00d76488190af68cba694dc329c |
completed | April 5, 2026, 12:42 a.m. |
| NEDg | Description generation | batch_69d1b0f7a68481909de080dd78f883a8 |
completed | April 5, 2026, 12:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1b17bd97c8190b77815db5a6a70d9 |
completed | April 5, 2026, 12:49 a.m. |
Created at: March 30, 2026, 8:23 p.m.