Triple
T10320486
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | W Hotels |
E242123
|
entity |
| Predicate | serviceConcept |
P17741
|
FINISHED |
| Object |
Whatever/Whenever concierge service
Whatever/Whenever concierge service is W Hotels’ signature 24/7 guest service program that promises to fulfill virtually any request, from the ordinary to the extravagant, as long as it’s legal.
|
E855231
|
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: Whatever/Whenever concierge service | Statement: [W Hotels, serviceConcept, Whatever/Whenever concierge service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Whatever/Whenever concierge service Context triple: [W Hotels, serviceConcept, Whatever/Whenever concierge service]
-
A.
Concierge
Concierge is the highest elite membership tier in Aer Lingus’s AerClub frequent flyer program, offering premium benefits and personalized services to its most loyal customers.
-
B.
Cinderella Service
Cinderella Service was the informal nickname for RAF Coastal Command, reflecting its often-overlooked yet vital role in maritime patrol and anti-submarine warfare during World War II.
-
C.
Personal Shopper
Personal Shopper is a 2016 psychological thriller film directed by Olivier Assayas, in which Kristen Stewart plays a grieving medium working in Paris while confronting both supernatural and personal hauntings.
-
D.
Q service
The Q service is a New York City Subway line that runs through Brooklyn and Manhattan, providing local and express transit along the BMT Brighton and Broadway lines.
-
E.
Sky Priority services
Sky Priority services are Delta Air Lines’ premium airport benefits program that offers expedited check-in, security, boarding, and baggage handling for eligible passengers.
- 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: Whatever/Whenever concierge service Triple: [W Hotels, serviceConcept, Whatever/Whenever concierge service]
Generated description
Whatever/Whenever concierge service is W Hotels’ signature 24/7 guest service program that promises to fulfill virtually any request, from the ordinary to the extravagant, as long as it’s legal.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Whatever/Whenever concierge service Target entity description: Whatever/Whenever concierge service is W Hotels’ signature 24/7 guest service program that promises to fulfill virtually any request, from the ordinary to the extravagant, as long as it’s legal.
-
A.
Concierge
Concierge is the highest elite membership tier in Aer Lingus’s AerClub frequent flyer program, offering premium benefits and personalized services to its most loyal customers.
-
B.
Cinderella Service
Cinderella Service was the informal nickname for RAF Coastal Command, reflecting its often-overlooked yet vital role in maritime patrol and anti-submarine warfare during World War II.
-
C.
Personal Shopper
Personal Shopper is a 2016 psychological thriller film directed by Olivier Assayas, in which Kristen Stewart plays a grieving medium working in Paris while confronting both supernatural and personal hauntings.
-
D.
Q service
The Q service is a New York City Subway line that runs through Brooklyn and Manhattan, providing local and express transit along the BMT Brighton and Broadway lines.
-
E.
Sky Priority services
Sky Priority services are Delta Air Lines’ premium airport benefits program that offers expedited check-in, security, boarding, and baggage handling for eligible passengers.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: serviceConcept Context triple: [W Hotels, serviceConcept, Whatever/Whenever concierge service]
-
A.
serviceIn
Indicates that one entity serves, operates, or performs its function within the context, scope, or domain of another entity.
-
B.
serviceWith
chosen
Indicates that one entity provides or is associated with a particular service offered to or used by another entity.
-
C.
servicePatternOf
Indicates that one entity is the service pattern (e.g., schedule, routing, or operational configuration) that defines or characterizes how another service-related entity operates.
-
D.
serviceFor
Indicates that one entity provides a service or performs functions on behalf of another entity.
-
E.
service
Indicates that one entity performs work, assistance, or functions to meet the needs or requests of 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_69d381ac38808190a8ca7457c85b625b |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4d7ccb7ec8190a538cf279e48116e |
completed | April 7, 2026, 10:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d71d94aba48190aa40201d46f7ba2f |
completed | April 9, 2026, 3:31 a.m. |
| NEDg | Description generation | batch_69d7318755b881908e9ea4f1dfcf7da2 |
completed | April 9, 2026, 4:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d73285e0688190a98708477527bbee |
completed | April 9, 2026, 5 a.m. |
| PD | Predicate disambiguation | batch_69d4d1f64a648190a79980d647898eb0 |
completed | April 7, 2026, 9:44 a.m. |
Created at: April 6, 2026, 11:50 a.m.