Triple
T4315995
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Oberoi Dubai |
E96392
|
entity |
| Predicate | brand |
P1500
|
FINISHED |
| Object |
Oberoi Hotels & Resorts
Oberoi Hotels & Resorts is a luxury hospitality company headquartered in India, renowned for its high-end hotels, resorts, and exceptional personalized service worldwide.
|
E430395
|
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: Oberoi Hotels & Resorts | Statement: [The Oberoi Dubai, brand, Oberoi Hotels & Resorts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oberoi Hotels & Resorts Context triple: [The Oberoi Dubai, brand, Oberoi Hotels & Resorts]
-
A.
Taj Hotels
Taj Hotels is a luxury hospitality brand based in India, known for operating iconic heritage palaces, upscale hotels, and resorts worldwide.
-
B.
Mandarin Oriental Hotel Group
Mandarin Oriental Hotel Group is a luxury international hotel and resort operator renowned for its high-end properties, exceptional service, and strong presence in major cities and resort destinations worldwide.
-
C.
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.
-
D.
Homa Hotel Group
Homa Hotel Group is an Iranian state-affiliated hotel chain operating a network of major hotels across key cities in Iran.
-
E.
Fattal Hotel Group
Fattal Hotel Group is an international hospitality company that operates and manages a large portfolio of hotels across Europe and Israel under multiple brands.
- 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: Oberoi Hotels & Resorts Triple: [The Oberoi Dubai, brand, Oberoi Hotels & Resorts]
Generated description
Oberoi Hotels & Resorts is a luxury hospitality company headquartered in India, renowned for its high-end hotels, resorts, and exceptional personalized service worldwide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oberoi Hotels & Resorts Target entity description: Oberoi Hotels & Resorts is a luxury hospitality company headquartered in India, renowned for its high-end hotels, resorts, and exceptional personalized service worldwide.
-
A.
Taj Hotels
Taj Hotels is a luxury hospitality brand based in India, known for operating iconic heritage palaces, upscale hotels, and resorts worldwide.
-
B.
Mandarin Oriental Hotel Group
Mandarin Oriental Hotel Group is a luxury international hotel and resort operator renowned for its high-end properties, exceptional service, and strong presence in major cities and resort destinations worldwide.
-
C.
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.
-
D.
Homa Hotel Group
Homa Hotel Group is an Iranian state-affiliated hotel chain operating a network of major hotels across key cities in Iran.
-
E.
Fattal Hotel Group
Fattal Hotel Group is an international hospitality company that operates and manages a large portfolio of hotels across Europe and Israel under multiple brands.
- 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_69b345422aac81909ddbadae437d122e |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b350f60dfc819098202b7eb3bbf402 |
completed | March 12, 2026, 11:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5d085f78481909bb6dd55bf06d9d6 |
completed | March 14, 2026, 9:17 p.m. |
| NEDg | Description generation | batch_69b5d0f6d1d48190a3ecd1765043ac58 |
completed | March 14, 2026, 9:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5d18381288190948a7a0c42dc8cbf |
completed | March 14, 2026, 9:22 p.m. |
Created at: March 12, 2026, 11:12 p.m.