Triple
T2157351
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Forbes Travel Guide Five-Star ratings |
E47920
|
entity |
| Predicate | comparedWith |
P278
|
FINISHED |
| Object |
Forbes Travel Guide Recommended ratings
Forbes Travel Guide Recommended ratings are a tier of hospitality recognition awarded by Forbes to high-quality hotels, restaurants, and spas that meet rigorous service and facility standards but fall below the elite Five-Star level.
|
E245127
|
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: Forbes Travel Guide Recommended ratings | Statement: [Forbes Travel Guide Five-Star ratings, comparedWith, Forbes Travel Guide Recommended ratings]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Forbes Travel Guide Recommended ratings Context triple: [Forbes Travel Guide Five-Star ratings, comparedWith, Forbes Travel Guide Recommended ratings]
-
A.
Forbes Travel Guide Five-Star ratings
Forbes Travel Guide Five-Star ratings are prestigious luxury hospitality accolades that recognize hotels, restaurants, and spas for exceptional service, facilities, and overall guest experience.
-
B.
Skytrax
Skytrax is a UK-based airline and airport review and ranking organization best known for its influential World Airline and World Airport Awards.
-
C.
Fodor's Travel
Fodor's Travel is a long-established publisher of travel guides and related content known for its detailed, practical information for travelers worldwide.
-
D.
AAA Five Diamond Award
The AAA Five Diamond Award is a prestigious rating given by the American Automobile Association to hotels and restaurants that demonstrate the highest levels of luxury, service, and quality.
-
E.
World Travel Awards
The World Travel Awards is a prestigious global awards program that recognizes and celebrates excellence across all sectors of the travel, tourism, and hospitality industries.
- 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: Forbes Travel Guide Recommended ratings Triple: [Forbes Travel Guide Five-Star ratings, comparedWith, Forbes Travel Guide Recommended ratings]
Generated description
Forbes Travel Guide Recommended ratings are a tier of hospitality recognition awarded by Forbes to high-quality hotels, restaurants, and spas that meet rigorous service and facility standards but fall below the elite Five-Star level.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Forbes Travel Guide Recommended ratings Target entity description: Forbes Travel Guide Recommended ratings are a tier of hospitality recognition awarded by Forbes to high-quality hotels, restaurants, and spas that meet rigorous service and facility standards but fall below the elite Five-Star level.
-
A.
Forbes Travel Guide Five-Star ratings
Forbes Travel Guide Five-Star ratings are prestigious luxury hospitality accolades that recognize hotels, restaurants, and spas for exceptional service, facilities, and overall guest experience.
-
B.
Skytrax
Skytrax is a UK-based airline and airport review and ranking organization best known for its influential World Airline and World Airport Awards.
-
C.
Fodor's Travel
Fodor's Travel is a long-established publisher of travel guides and related content known for its detailed, practical information for travelers worldwide.
-
D.
AAA Five Diamond Award
The AAA Five Diamond Award is a prestigious rating given by the American Automobile Association to hotels and restaurants that demonstrate the highest levels of luxury, service, and quality.
-
E.
World Travel Awards
The World Travel Awards is a prestigious global awards program that recognizes and celebrates excellence across all sectors of the travel, tourism, and hospitality industries.
- 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_69a88a1d1fd8819088b34990d69a712f |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abbe68fe0c8190beb5db003738a6e5 |
completed | March 7, 2026, 5:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae6538c750819093d2e3f8e5f66a63 |
completed | March 9, 2026, 6:14 a.m. |
| NEDg | Description generation | batch_69ae6656f7788190818179d923b11bba |
completed | March 9, 2026, 6:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae66cc3ac0819096e3f246b10e7761 |
completed | March 9, 2026, 6:21 a.m. |
Created at: March 4, 2026, 7:44 p.m.