Triple
T9724522
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Laguna Hills, California |
E235569
|
entity |
| Predicate | hasShoppingCenter |
P1495
|
FINISHED |
| Object |
The Village at Laguna Hills
The Village at Laguna Hills is a retail shopping center serving the community of Laguna Hills in Orange County, California.
|
E817419
|
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: The Village at Laguna Hills | Statement: [Laguna Hills, California, hasShoppingCenter, The Village at Laguna Hills]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Village at Laguna Hills Context triple: [Laguna Hills, California, hasShoppingCenter, The Village at Laguna Hills]
-
A.
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.
-
B.
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.
-
C.
Westwood Village
Westwood Village is a prominent commercial and entertainment district in Los Angeles known for its shops, restaurants, and proximity to UCLA.
-
D.
Laguna Hills, California
Laguna Hills, California is a suburban city in southern Orange County known for its residential communities, shopping centers, and proximity to coastal and inland attractions.
-
E.
Aptos Village
Aptos Village is a small commercial and residential hub within the coastal community of Aptos in Santa Cruz County, California, known for its local shops, eateries, and village-style atmosphere.
- 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: The Village at Laguna Hills Triple: [Laguna Hills, California, hasShoppingCenter, The Village at Laguna Hills]
Generated description
The Village at Laguna Hills is a retail shopping center serving the community of Laguna Hills in Orange County, California.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Village at Laguna Hills Target entity description: The Village at Laguna Hills is a retail shopping center serving the community of Laguna Hills in Orange County, California.
-
A.
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.
-
B.
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.
-
C.
Westwood Village
Westwood Village is a prominent commercial and entertainment district in Los Angeles known for its shops, restaurants, and proximity to UCLA.
-
D.
Laguna Hills, California
Laguna Hills, California is a suburban city in southern Orange County known for its residential communities, shopping centers, and proximity to coastal and inland attractions.
-
E.
Aptos Village
Aptos Village is a small commercial and residential hub within the coastal community of Aptos in Santa Cruz County, California, known for its local shops, eateries, and village-style atmosphere.
- 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_69ca84d0123c819096f9dc3b6abb0881 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cd9e77096481908ffd315fecb1d5ec |
completed | April 1, 2026, 10:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d19faa064081909c1d23044984a17c |
completed | April 4, 2026, 11:32 p.m. |
| NEDg | Description generation | batch_69d1a3cc5420819091ee338da5afe4b7 |
completed | April 4, 2026, 11:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1a5f265148190af432e3640221a33 |
completed | April 4, 2026, 11:59 p.m. |
Created at: March 30, 2026, 8:21 p.m.