Triple
T28337311
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jon Taffer |
E717711
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | hospitality expert |
C53905
|
CONCEPT FINISHED |
How this triple was built (1 step)
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.
CD
Concept disambiguation
gpt-5-mini-2025-08-07
Target class: hospitality expert Context triple: [Jon Taffer, instanceOf, hospitality expert]
-
A.
hotelier
A hotelier is a person or organization that owns, manages, or operates a hotel, overseeing its services, staff, and guest experience.
-
B.
tourism expert
A tourism expert is a professional who possesses in-depth knowledge of travel destinations, cultures, logistics, and industry trends to design, advise on, and optimize travel experiences for individuals or groups.
-
C.
hospitality service
A hospitality service is a business or offering that provides lodging, food, beverages, and related amenities to guests, focusing on comfort, convenience, and positive customer experiences.
-
D.
hospitality venue
A hospitality venue is a place that provides guests with lodging, food, beverages, and/or entertainment services in a welcoming, service-oriented environment.
-
E.
hospitality school
A hospitality school is an educational institution that provides specialized training and academic programs in areas such as hotel management, tourism, culinary arts, and event planning to prepare students for careers in the hospitality industry.
- F. None of above. chosen
Provenance (1 batch)
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_69eff6eb30388190b898b96c4be6f49d |
completed | April 27, 2026, 11:53 p.m. |
Created at: April 28, 2026, 12:37 a.m.