Triple
T2600482
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Santa Barbara Harbor |
E58329
|
entity |
| Predicate | operatedBy |
P86
|
FINISHED |
| Object |
City of Santa Barbara Waterfront Department
The City of Santa Barbara Waterfront Department is the municipal agency responsible for managing and maintaining Santa Barbara’s harbor, beaches, and waterfront facilities.
|
E282720
|
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: City of Santa Barbara Waterfront Department | Statement: [Santa Barbara Harbor, operatedBy, City of Santa Barbara Waterfront Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Santa Barbara Waterfront Department Context triple: [Santa Barbara Harbor, operatedBy, City of Santa Barbara Waterfront Department]
-
A.
Los Angeles County Department of Beaches and Harbors
The Los Angeles County Department of Beaches and Harbors is a county agency responsible for managing and maintaining Los Angeles County’s beaches, marinas, and coastal recreational facilities.
-
B.
Chula Vista Marina
Chula Vista Marina is a waterfront harbor and recreational boating facility located on the San Diego Bay in Chula Vista, California.
-
C.
Santa Barbara Harbor
Santa Barbara Harbor is a picturesque marina and working harbor on the Pacific coast known for its recreational boating, fishing fleet, waterfront dining, and views of the Santa Ynez Mountains.
-
D.
California Coastal Commission
The California Coastal Commission is a state agency responsible for protecting, conserving, and regulating land and water use along California’s coastline.
-
E.
Berkeley Water Center
The Berkeley Water Center is a research hub at UC Berkeley focused on advancing interdisciplinary solutions for global water challenges, including water resources management, quality, and sustainability.
- 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: City of Santa Barbara Waterfront Department Triple: [Santa Barbara Harbor, operatedBy, City of Santa Barbara Waterfront Department]
Generated description
The City of Santa Barbara Waterfront Department is the municipal agency responsible for managing and maintaining Santa Barbara’s harbor, beaches, and waterfront facilities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: City of Santa Barbara Waterfront Department Target entity description: The City of Santa Barbara Waterfront Department is the municipal agency responsible for managing and maintaining Santa Barbara’s harbor, beaches, and waterfront facilities.
-
A.
Los Angeles County Department of Beaches and Harbors
The Los Angeles County Department of Beaches and Harbors is a county agency responsible for managing and maintaining Los Angeles County’s beaches, marinas, and coastal recreational facilities.
-
B.
Chula Vista Marina
Chula Vista Marina is a waterfront harbor and recreational boating facility located on the San Diego Bay in Chula Vista, California.
-
C.
Santa Barbara Harbor
Santa Barbara Harbor is a picturesque marina and working harbor on the Pacific coast known for its recreational boating, fishing fleet, waterfront dining, and views of the Santa Ynez Mountains.
-
D.
California Coastal Commission
The California Coastal Commission is a state agency responsible for protecting, conserving, and regulating land and water use along California’s coastline.
-
E.
Berkeley Water Center
The Berkeley Water Center is a research hub at UC Berkeley focused on advancing interdisciplinary solutions for global water challenges, including water resources management, quality, and sustainability.
- 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_69ab4ac14040819098b13f4a27d5c8ff |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abd457564c819080d8c8818c02545a |
completed | March 7, 2026, 7:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af83cfdd6081908cdeb21243e73dda |
completed | March 10, 2026, 2:37 a.m. |
| NEDg | Description generation | batch_69af878cfbd8819092e81326bbb1dfd3 |
completed | March 10, 2026, 2:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af8809574c819087ebf57cf5cffb7c |
completed | March 10, 2026, 2:55 a.m. |
Created at: March 6, 2026, 9:49 p.m.