Triple
T5322111
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | loanDepot |
E121697
|
entity |
| Predicate | headquartersLocation |
P62
|
FINISHED |
| Object |
Foothill Ranch, California
Foothill Ranch, California is a master-planned suburban community in Orange County known for its residential neighborhoods and corporate office parks.
|
E513674
|
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: Foothill Ranch, California | Statement: [loanDepot, headquartersLocation, Foothill Ranch, California]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Foothill Ranch, California Context triple: [loanDepot, headquartersLocation, Foothill Ranch, California]
-
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.
Mission Viejo, California
Mission Viejo, California is a master-planned suburban city in southern Orange County known for its residential communities, lake, and family-oriented environment.
-
C.
Aliso Viejo, California
Aliso Viejo, California is a master-planned suburban city in southern Orange County known for its residential communities, business parks, and proximity to coastal areas.
-
D.
Rancho Cucamonga, California
Rancho Cucamonga, California is a large suburban city in San Bernardino County known for its residential communities, shopping centers, and location at the foothills of the San Gabriel Mountains in Southern California.
-
E.
San Ramon Valley
San Ramon Valley is a suburban region in Contra Costa County, California, known for its affluent communities, scenic rolling hills, and family-oriented residential areas east of the San Francisco Bay.
- 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: Foothill Ranch, California Triple: [loanDepot, headquartersLocation, Foothill Ranch, California]
Generated description
Foothill Ranch, California is a master-planned suburban community in Orange County known for its residential neighborhoods and corporate office parks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Foothill Ranch, California Target entity description: Foothill Ranch, California is a master-planned suburban community in Orange County known for its residential neighborhoods and corporate office parks.
-
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.
Mission Viejo, California
Mission Viejo, California is a master-planned suburban city in southern Orange County known for its residential communities, lake, and family-oriented environment.
-
C.
Aliso Viejo, California
Aliso Viejo, California is a master-planned suburban city in southern Orange County known for its residential communities, business parks, and proximity to coastal areas.
-
D.
Rancho Cucamonga, California
Rancho Cucamonga, California is a large suburban city in San Bernardino County known for its residential communities, shopping centers, and location at the foothills of the San Gabriel Mountains in Southern California.
-
E.
San Ramon Valley
San Ramon Valley is a suburban region in Contra Costa County, California, known for its affluent communities, scenic rolling hills, and family-oriented residential areas east of the San Francisco Bay.
- 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_69bd463d956c819088105c3db802c017 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd8577ba3881909a28cbf744648256 |
completed | March 20, 2026, 5:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf21b8692881908f04d8cfd7d3d10d |
completed | March 21, 2026, 10:54 p.m. |
| NEDg | Description generation | batch_69bf232d7a888190878f7a3ce769dd83 |
completed | March 21, 2026, 11:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf23c3ad9c8190b84a31a4b8fe8fca |
completed | March 21, 2026, 11:03 p.m. |
Created at: March 20, 2026, 1:59 p.m.