Triple
T2383799
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | California State University, Monterey Bay |
E46370
|
entity |
| Predicate | hasProgram |
P178
|
FINISHED |
| Object |
Sustainable Hospitality Management
Sustainable Hospitality Management is an academic program focused on preparing students to lead environmentally and socially responsible operations in the hospitality and tourism industry.
|
E260840
|
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: Sustainable Hospitality Management | Statement: [California State University, Monterey Bay, hasProgram, Sustainable Hospitality Management]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sustainable Hospitality Management Context triple: [California State University, Monterey Bay, hasProgram, Sustainable Hospitality Management]
-
A.
Special Committee for Sustainable Tourism
The Special Committee for Sustainable Tourism is a regional body within the Association of Caribbean States that coordinates and promotes sustainable tourism policies and initiatives among its member countries.
-
B.
Lodging Hospitality Management (LHM) (in the 21st century)
Lodging Hospitality Management (LHM) is a St. Louis–based hotel and hospitality company known for owning and operating prominent regional properties, including the historic Union Station complex.
-
C.
Hospitality Management Center
The Hospitality Management Center is a specialized facility of Cuyahoga Community College dedicated to education and training in hospitality, culinary arts, and related service industries.
-
D.
LEED for Hospitality
LEED for Hospitality is a specialized green building certification program that provides sustainability standards and guidelines tailored to hotels, resorts, and other hospitality facilities.
-
E.
School of Hospitality Administration
The School of Hospitality Administration is Boston University's specialized college focused on education and research in hospitality management and related service 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: Sustainable Hospitality Management Triple: [California State University, Monterey Bay, hasProgram, Sustainable Hospitality Management]
Generated description
Sustainable Hospitality Management is an academic program focused on preparing students to lead environmentally and socially responsible operations in the hospitality and tourism industry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sustainable Hospitality Management Target entity description: Sustainable Hospitality Management is an academic program focused on preparing students to lead environmentally and socially responsible operations in the hospitality and tourism industry.
-
A.
Special Committee for Sustainable Tourism
The Special Committee for Sustainable Tourism is a regional body within the Association of Caribbean States that coordinates and promotes sustainable tourism policies and initiatives among its member countries.
-
B.
Lodging Hospitality Management (LHM) (in the 21st century)
Lodging Hospitality Management (LHM) is a St. Louis–based hotel and hospitality company known for owning and operating prominent regional properties, including the historic Union Station complex.
-
C.
Hospitality Management Center
The Hospitality Management Center is a specialized facility of Cuyahoga Community College dedicated to education and training in hospitality, culinary arts, and related service industries.
-
D.
LEED for Hospitality
LEED for Hospitality is a specialized green building certification program that provides sustainability standards and guidelines tailored to hotels, resorts, and other hospitality facilities.
-
E.
School of Hospitality Administration
The School of Hospitality Administration is Boston University's specialized college focused on education and research in hospitality management and related service 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_69a88a1554a48190a0180682bcf099be |
completed | March 4, 2026, 7:37 p.m. |
| NER | Named-entity recognition | batch_69abc7bc87d0819090cd9d19d748bcc3 |
completed | March 7, 2026, 6:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aea8b790bc8190ba399e252acec750 |
completed | March 9, 2026, 11:02 a.m. |
| NEDg | Description generation | batch_69aeabb22c708190898b44cdd8b97ff6 |
completed | March 9, 2026, 11:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69aeac141ca88190a9a91d0f5b25c341 |
completed | March 9, 2026, 11:16 a.m. |
Created at: March 4, 2026, 7:57 p.m.