Triple
T5357486
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Universal City, California |
E102732
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Sheraton Universal Hotel
Sheraton Universal Hotel is a well-known upscale hotel located near Universal Studios Hollywood, popular with both tourists and business travelers.
|
E514259
|
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: Sheraton Universal Hotel | Statement: [Universal City, California, contains, Sheraton Universal Hotel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sheraton Universal Hotel Context triple: [Universal City, California, contains, Sheraton Universal Hotel]
-
A.
Park Sheraton Hotel
Park Sheraton Hotel was a prominent New York City hotel known for hosting major events, including early Grammy Awards ceremonies.
-
B.
Hyatt Regency
Hyatt Regency is an upscale, full-service hotel brand within the Hyatt Hotels Corporation portfolio, known for its business-friendly amenities, extensive meeting spaces, and central urban locations worldwide.
-
C.
Royal Palm Hotel
The Royal Palm Hotel was a grand, historic luxury resort in Miami, Florida, developed in the late 19th century as part of Henry Flagler’s efforts to promote tourism and expand the Florida East Coast Railway.
-
D.
Loews Portofino Bay Hotel
Loews Portofino Bay Hotel is an Italian Riviera–themed luxury resort hotel located at Universal Orlando, offering upscale accommodations and exclusive theme park benefits.
-
E.
Tampa Marriott Water Street
Tampa Marriott Water Street is an upscale waterfront hotel in downtown Tampa, Florida, popular with business and convention travelers.
- 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: Sheraton Universal Hotel Triple: [Universal City, California, contains, Sheraton Universal Hotel]
Generated description
Sheraton Universal Hotel is a well-known upscale hotel located near Universal Studios Hollywood, popular with both tourists and business travelers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sheraton Universal Hotel Target entity description: Sheraton Universal Hotel is a well-known upscale hotel located near Universal Studios Hollywood, popular with both tourists and business travelers.
-
A.
Park Sheraton Hotel
Park Sheraton Hotel was a prominent New York City hotel known for hosting major events, including early Grammy Awards ceremonies.
-
B.
Hyatt Regency
Hyatt Regency is an upscale, full-service hotel brand within the Hyatt Hotels Corporation portfolio, known for its business-friendly amenities, extensive meeting spaces, and central urban locations worldwide.
-
C.
Royal Palm Hotel
The Royal Palm Hotel was a grand, historic luxury resort in Miami, Florida, developed in the late 19th century as part of Henry Flagler’s efforts to promote tourism and expand the Florida East Coast Railway.
-
D.
Loews Portofino Bay Hotel
Loews Portofino Bay Hotel is an Italian Riviera–themed luxury resort hotel located at Universal Orlando, offering upscale accommodations and exclusive theme park benefits.
-
E.
Tampa Marriott Water Street
Tampa Marriott Water Street is an upscale waterfront hotel in downtown Tampa, Florida, popular with business and convention travelers.
- 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_69bd43d8f7248190b64c140734b5c9a8 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd863099b081909d20f7014b98de5a |
completed | March 20, 2026, 5:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf21e6762481909278935a4eeee177 |
completed | March 21, 2026, 10:55 p.m. |
| NEDg | Description generation | batch_69bf228956d481909e9f3c11f4597cce |
completed | March 21, 2026, 10:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf230b571481909f76ada72d94c8d8 |
completed | March 21, 2026, 11 p.m. |
Created at: March 20, 2026, 2:01 p.m.