Triple
T4438210
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | DAMAC Towers by Paramount Hotels & Resorts |
E95704
|
entity |
| Predicate | brandingPartner |
P48444
|
FINISHED |
| Object |
Paramount Hotels & Resorts
Paramount Hotels & Resorts is a luxury hospitality brand inspired by Hollywood and cinematic experiences, operating themed hotels and resorts in major international destinations.
|
E440303
|
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: Paramount Hotels & Resorts | Statement: [DAMAC Towers by Paramount Hotels & Resorts, brandingPartner, Paramount Hotels & Resorts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Paramount Hotels & Resorts Context triple: [DAMAC Towers by Paramount Hotels & Resorts, brandingPartner, Paramount Hotels & Resorts]
-
A.
Omni Hotels & Resorts
Omni Hotels & Resorts is a luxury hotel and resort brand operating upscale properties across North America, known for its full-service amenities and distinctive destination experiences.
-
B.
Loews Hotels
Loews Hotels is an American luxury hospitality company that owns and operates upscale hotels and resorts across major cities and vacation destinations.
-
C.
Hilton Hotels Corporation
Hilton Hotels Corporation is a major American multinational hospitality company known for its global network of hotels and resorts across a wide range of market segments.
-
D.
Hyatt Hotels Corporation
Hyatt Hotels Corporation is a global hospitality company that owns, manages, and franchises a portfolio of upscale and luxury hotels, resorts, and vacation properties under multiple brand names.
-
E.
Marriott International
Marriott International is a global hospitality company that owns, manages, and franchises a wide portfolio of hotel and lodging brands worldwide.
- 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: Paramount Hotels & Resorts Triple: [DAMAC Towers by Paramount Hotels & Resorts, brandingPartner, Paramount Hotels & Resorts]
Generated description
Paramount Hotels & Resorts is a luxury hospitality brand inspired by Hollywood and cinematic experiences, operating themed hotels and resorts in major international destinations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Paramount Hotels & Resorts Target entity description: Paramount Hotels & Resorts is a luxury hospitality brand inspired by Hollywood and cinematic experiences, operating themed hotels and resorts in major international destinations.
-
A.
Omni Hotels & Resorts
Omni Hotels & Resorts is a luxury hotel and resort brand operating upscale properties across North America, known for its full-service amenities and distinctive destination experiences.
-
B.
Loews Hotels
Loews Hotels is an American luxury hospitality company that owns and operates upscale hotels and resorts across major cities and vacation destinations.
-
C.
Hilton Hotels Corporation
Hilton Hotels Corporation is a major American multinational hospitality company known for its global network of hotels and resorts across a wide range of market segments.
-
D.
Hyatt Hotels Corporation
Hyatt Hotels Corporation is a global hospitality company that owns, manages, and franchises a portfolio of upscale and luxury hotels, resorts, and vacation properties under multiple brand names.
-
E.
Marriott International
Marriott International is a global hospitality company that owns, manages, and franchises a wide portfolio of hotel and lodging brands worldwide.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: brandingPartner Context triple: [DAMAC Towers by Paramount Hotels & Resorts, brandingPartner, Paramount Hotels & Resorts]
-
A.
cooperationPartner
Indicates that two entities are engaged in a collaborative relationship, working together toward shared goals or mutual benefit.
-
B.
brandIntegration
Indicates the incorporation of a brand’s identity, products, or messaging into another medium, experience, or content in a coordinated and often seamless way.
-
C.
sharesBrandingWith
chosen
Indicates that two entities use the same or closely related branding elements, such as name, logo, or visual identity.
-
D.
segmentPartner
Indicates a partnership relationship between entities within a specific segment, context, or category.
-
E.
partnerNation
Indicates that one entity is recognized as a collaborating or allied nation in relation to another entity.
- 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_69b3453ea2b48190a26f154b3b8fece5 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3558c75948190875a5fb10eac0597 |
completed | March 13, 2026, 12:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6137960908190814cbdf0b4e56542 |
completed | March 15, 2026, 2:03 a.m. |
| NEDg | Description generation | batch_69b61439a86c8190849c5af718ddc647 |
completed | March 15, 2026, 2:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b614d6106c81908a601f540622f934 |
completed | March 15, 2026, 2:09 a.m. |
| PD | Predicate disambiguation | batch_69b34f6078cc8190831b89f404198cc5 |
completed | March 12, 2026, 11:42 p.m. |
Created at: March 12, 2026, 11:31 p.m.