Triple
T1124760
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Loews Sapphire Falls Resort at Universal Orlando |
E24693
|
entity |
| Predicate | checkInCategory |
P18843
|
FINISHED |
| Object |
Universal Orlando Preferred Hotel (classification may change)
Universal Orlando Preferred Hotel (classification may change) is a mid-tier on-site hotel category at Universal Orlando Resort that offers enhanced amenities and proximity to the parks without the full luxury benefits of the premier tier.
|
E128408
|
NE FINISHED |
How this triple was built (5 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: Universal Orlando Preferred Hotel (classification may change) | Statement: [Loews Sapphire Falls Resort at Universal Orlando, checkInCategory, Universal Orlando Preferred Hotel (classification may change)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Universal Orlando Preferred Hotel (classification may change) Context triple: [Loews Sapphire Falls Resort at Universal Orlando, checkInCategory, Universal Orlando Preferred Hotel (classification may change)]
-
A.
Aventura Hotel at Universal Orlando
Aventura Hotel at Universal Orlando is a sleek, modern on-site hotel at Universal Orlando Resort known for its contemporary design, tech-focused rooms, and convenient access to the theme parks.
-
B.
Loews Portofino Bay Hotel at Universal Orlando
Loews Portofino Bay Hotel at Universal Orlando is an Italian Riviera–themed luxury hotel located on-site at Universal Orlando, offering upscale accommodations, themed dining, and exclusive park benefits for guests.
-
C.
Loews Royal Pacific Resort at Universal Orlando
Loews Royal Pacific Resort at Universal Orlando is a South Pacific–themed, on-site hotel offering upscale accommodations and exclusive theme park benefits to guests visiting Universal Orlando Resort.
-
D.
Loews Sapphire Falls Resort at Universal Orlando
Loews Sapphire Falls Resort at Universal Orlando is a Caribbean-themed, family-friendly hotel located on-site at Universal Orlando Resort, offering convenient access to the theme parks and resort amenities.
-
E.
Hard Rock Hotel at Universal Orlando
Hard Rock Hotel at Universal Orlando is a rock music–themed, on-site luxury hotel at Universal Orlando Resort that offers guests resort benefits like early park admission and easy access to the theme 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: Universal Orlando Preferred Hotel (classification may change) Triple: [Loews Sapphire Falls Resort at Universal Orlando, checkInCategory, Universal Orlando Preferred Hotel (classification may change)]
Generated description
Universal Orlando Preferred Hotel (classification may change) is a mid-tier on-site hotel category at Universal Orlando Resort that offers enhanced amenities and proximity to the parks without the full luxury benefits of the premier tier.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Universal Orlando Preferred Hotel (classification may change) Target entity description: Universal Orlando Preferred Hotel (classification may change) is a mid-tier on-site hotel category at Universal Orlando Resort that offers enhanced amenities and proximity to the parks without the full luxury benefits of the premier tier.
-
A.
Aventura Hotel at Universal Orlando
Aventura Hotel at Universal Orlando is a sleek, modern on-site hotel at Universal Orlando Resort known for its contemporary design, tech-focused rooms, and convenient access to the theme parks.
-
B.
Loews Portofino Bay Hotel at Universal Orlando
Loews Portofino Bay Hotel at Universal Orlando is an Italian Riviera–themed luxury hotel located on-site at Universal Orlando, offering upscale accommodations, themed dining, and exclusive park benefits for guests.
-
C.
Loews Royal Pacific Resort at Universal Orlando
Loews Royal Pacific Resort at Universal Orlando is a South Pacific–themed, on-site hotel offering upscale accommodations and exclusive theme park benefits to guests visiting Universal Orlando Resort.
-
D.
Loews Sapphire Falls Resort at Universal Orlando
Loews Sapphire Falls Resort at Universal Orlando is a Caribbean-themed, family-friendly hotel located on-site at Universal Orlando Resort, offering convenient access to the theme parks and resort amenities.
-
E.
Hard Rock Hotel at Universal Orlando
Hard Rock Hotel at Universal Orlando is a rock music–themed, on-site luxury hotel at Universal Orlando Resort that offers guests resort benefits like early park admission and easy access to the theme parks.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: checkInCategory Context triple: [Loews Sapphire Falls Resort at Universal Orlando, checkInCategory, Universal Orlando Preferred Hotel (classification may change)]
-
A.
hasCheckInCategory
chosen
Indicates that an entity is associated with a specific category or type of check-in event.
-
B.
hasCategoryWithin
Indicates that one category is contained within or is a subcategory of another category.
-
C.
hasCategoryOn
Indicates that something is assigned to or associated with a specific category within a given context or scope.
-
D.
eligibilityCategory
Indicates the classification or type of eligibility that applies to an entity within a given context.
-
E.
hasCategoryGroup
Indicates that something is associated with, or belongs to, a broader grouping of related categories.
- F. None of above.
Provenance (6 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_69a4940712c88190aa244f3fc6070a65 |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bc4bc21881909dcfe628f59f3e8c |
completed | March 1, 2026, 10:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac539fc3708190b0b3dec5d5c73a71 |
completed | March 7, 2026, 4:34 p.m. |
| NEDg | Description generation | batch_69ac54b01b7c8190ab7ad4441757fa2f |
completed | March 7, 2026, 4:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac556dfc8c8190b70a7d6310aa87d7 |
completed | March 7, 2026, 4:42 p.m. |
| PD | Predicate disambiguation | batch_69a4bb4749ac8190b0fbddac2e9b2586 |
completed | March 1, 2026, 10:18 p.m. |
Created at: March 1, 2026, 7:44 p.m.