Triple
T9544588
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Laguna Niguel, California |
E230248
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
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.
|
E805833
|
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 Corporation | Statement: [Laguna Niguel, California, namedAfter, Laguna Niguel Corporation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Laguna Niguel Corporation Context triple: [Laguna Niguel, California, namedAfter, Laguna Niguel Corporation]
-
A.
Laguna Niguel, California
Laguna Niguel, California is a suburban city in southern Orange County known for its master-planned communities, rolling hills, and proximity to the Pacific Coast.
-
B.
Mission Viejo Company
Mission Viejo Company is a real estate development firm best known for planning and building large master-planned communities in the United States.
-
C.
The Irvine Company
The Irvine Company is a major private real estate development and investment firm known for master-planned communities, commercial properties, and resorts primarily in Orange County, California.
-
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.
Foothill Ranch, California
Foothill Ranch, California is a master-planned suburban community in Orange County known for its residential neighborhoods and corporate office parks.
- 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 Corporation Triple: [Laguna Niguel, California, namedAfter, Laguna Niguel Corporation]
Generated description
Laguna Niguel Corporation was a development company instrumental in planning and building the master-planned community that became the city of Laguna Niguel, California.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Laguna Niguel Corporation Target entity description: Laguna Niguel Corporation was a development company instrumental in planning and building the master-planned community that became the city of Laguna Niguel, California.
-
A.
Laguna Niguel, California
Laguna Niguel, California is a suburban city in southern Orange County known for its master-planned communities, rolling hills, and proximity to the Pacific Coast.
-
B.
Mission Viejo Company
Mission Viejo Company is a real estate development firm best known for planning and building large master-planned communities in the United States.
-
C.
The Irvine Company
The Irvine Company is a major private real estate development and investment firm known for master-planned communities, commercial properties, and resorts primarily in Orange County, California.
-
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.
Foothill Ranch, California
Foothill Ranch, California is a master-planned suburban community in Orange County known for its residential neighborhoods and corporate office parks.
- 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.