Triple
T10448347
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marriott International |
E246350
|
entity |
| Predicate | hasBrand |
P1500
|
FINISHED |
| Object |
Protea Hotels
Protea Hotels is a South African-based hotel brand known for its mid-range and upscale accommodations across Africa, operated under the Marriott International portfolio.
|
E863248
|
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: Protea Hotels | Statement: [Marriott International, hasBrand, Protea Hotels]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Protea Hotels Context triple: [Marriott International, hasBrand, Protea Hotels]
-
A.
Prince Hotels
Prince Hotels is a major Japanese hotel chain known for its extensive network of urban and resort properties across Japan and abroad.
-
B.
Homa Hotel Group
Homa Hotel Group is an Iranian state-affiliated hotel chain operating a network of major hotels across key cities in Iran.
-
C.
Rove Hotels
Rove Hotels is a contemporary, budget-friendly hotel brand from Dubai known for its modern design, tech-savvy amenities, and focus on young, urban travelers.
-
D.
Regent Hotels & Resorts
Regent Hotels & Resorts is a luxury hotel and resort brand known for its high-end accommodations and premium hospitality experiences worldwide.
-
E.
InnVest Hotels
InnVest Hotels is a major Canadian hotel investment and management company that owns and operates a large portfolio of hotel properties across the country.
- 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: Protea Hotels Triple: [Marriott International, hasBrand, Protea Hotels]
Generated description
Protea Hotels is a South African-based hotel brand known for its mid-range and upscale accommodations across Africa, operated under the Marriott International portfolio.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Protea Hotels Target entity description: Protea Hotels is a South African-based hotel brand known for its mid-range and upscale accommodations across Africa, operated under the Marriott International portfolio.
-
A.
Prince Hotels
Prince Hotels is a major Japanese hotel chain known for its extensive network of urban and resort properties across Japan and abroad.
-
B.
Homa Hotel Group
Homa Hotel Group is an Iranian state-affiliated hotel chain operating a network of major hotels across key cities in Iran.
-
C.
Rove Hotels
Rove Hotels is a contemporary, budget-friendly hotel brand from Dubai known for its modern design, tech-savvy amenities, and focus on young, urban travelers.
-
D.
Regent Hotels & Resorts
Regent Hotels & Resorts is a luxury hotel and resort brand known for its high-end accommodations and premium hospitality experiences worldwide.
-
E.
InnVest Hotels
InnVest Hotels is a major Canadian hotel investment and management company that owns and operates a large portfolio of hotel properties across the country.
- 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_69d381c04fe08190957c26c526a3b05a |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4fe083cd881909d2d8ad75d1d94cb |
completed | April 7, 2026, 12:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d87ef4e0dc81908d7cf0f2b6f4cd98 |
completed | April 10, 2026, 4:39 a.m. |
| NEDg | Description generation | batch_69d886c3fdcc8190a67a7f7788b8a2e8 |
completed | April 10, 2026, 5:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d88dce21448190b093b4f548e29f84 |
completed | April 10, 2026, 5:42 a.m. |
Created at: April 6, 2026, 12:16 p.m.