Triple
T13312119
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bulgari |
E317092
|
entity |
| Predicate | operates |
P24
|
FINISHED |
| Object |
Bulgari Hotels & Resorts
Bulgari Hotels & Resorts is a luxury hospitality brand of high-end hotels and resorts created by the Italian jewelry house Bulgari, known for its opulent design and exclusive locations.
|
E1033243
|
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: Bulgari Hotels & Resorts | Statement: [Bulgari, operates, Bulgari Hotels & Resorts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bulgari Hotels & Resorts Context triple: [Bulgari, operates, Bulgari Hotels & Resorts]
-
A.
Kempinski Hotels
Kempinski Hotels is a luxury hotel group founded in Germany, known for operating high-end properties and historic grand hotels across Europe, the Middle East, Africa, and Asia.
-
B.
Armani Hotels & Resorts
Armani Hotels & Resorts is a luxury hospitality brand that operates high-end, design-focused hotels and resorts created in collaboration with fashion designer Giorgio Armani.
-
C.
Homa Hotel Group
Homa Hotel Group is an Iranian state-affiliated hotel chain operating a network of major hotels across key cities in Iran.
-
D.
Steigenberger Hotels & Resorts
Steigenberger Hotels & Resorts is a German luxury hotel brand known for its upscale properties and refined European hospitality across key international destinations.
-
E.
Louvre Hotels Group
Louvre Hotels Group is a major international hotel company based in France that operates a wide portfolio of budget to upscale hotel brands across numerous countries.
- 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: Bulgari Hotels & Resorts Triple: [Bulgari, operates, Bulgari Hotels & Resorts]
Generated description
Bulgari Hotels & Resorts is a luxury hospitality brand of high-end hotels and resorts created by the Italian jewelry house Bulgari, known for its opulent design and exclusive locations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bulgari Hotels & Resorts Target entity description: Bulgari Hotels & Resorts is a luxury hospitality brand of high-end hotels and resorts created by the Italian jewelry house Bulgari, known for its opulent design and exclusive locations.
-
A.
Kempinski Hotels
Kempinski Hotels is a luxury hotel group founded in Germany, known for operating high-end properties and historic grand hotels across Europe, the Middle East, Africa, and Asia.
-
B.
Armani Hotels & Resorts
Armani Hotels & Resorts is a luxury hospitality brand that operates high-end, design-focused hotels and resorts created in collaboration with fashion designer Giorgio Armani.
-
C.
Homa Hotel Group
Homa Hotel Group is an Iranian state-affiliated hotel chain operating a network of major hotels across key cities in Iran.
-
D.
Steigenberger Hotels & Resorts
Steigenberger Hotels & Resorts is a German luxury hotel brand known for its upscale properties and refined European hospitality across key international destinations.
-
E.
Louvre Hotels Group
Louvre Hotels Group is a major international hotel company based in France that operates a wide portfolio of budget to upscale hotel brands across numerous countries.
- 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_69d806b40ab4819094adf6c374f4811a |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d990f6d34c8190ba19dc2df7d42c22 |
completed | April 11, 2026, 12:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f716e7b9a48190a33b04df8ad45ed8 |
completed | May 3, 2026, 9:35 a.m. |
| NEDg | Description generation | batch_69f717b868608190971c38f26b61cf28 |
completed | May 3, 2026, 9:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7186b6218819096c67e9dd9af609f |
completed | May 3, 2026, 9:42 a.m. |
Created at: April 9, 2026, 9:29 p.m.