Triple
T2929731
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Santa Barbara |
E78931
|
entity |
| Predicate | hasDistrict |
P459
|
FINISHED |
| Object |
Downtown Santa Barbara
Downtown Santa Barbara is the city’s central commercial and cultural hub, known for its Spanish-style architecture, boutique shopping, dining, and proximity to the waterfront.
|
E78931
|
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: Downtown Santa Barbara | Statement: [Santa Barbara, hasDistrict, Downtown Santa Barbara]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Downtown Santa Barbara Context triple: [Santa Barbara, hasDistrict, Downtown Santa Barbara]
-
A.
Santa Barbara
Santa Barbara is a picturesque coastal city in California known for its Mediterranean climate, red-tile roofs, and distinctive Spanish Colonial Revival architecture.
-
B.
Santa Barbara
Santa Barbara is a historic inland municipality in Iloilo province in the Philippines, known for its role in the Philippine Revolution and its well-preserved heritage sites.
-
C.
Downtown San Pedro
Downtown San Pedro is the historic commercial and cultural core of the San Pedro neighborhood in Los Angeles, known for its waterfront, arts district, and small-town urban feel.
-
D.
Santa Barbara, California, United States
Santa Barbara, California, United States is a coastal city northwest of Los Angeles known for its Mediterranean-style architecture, beaches, and role as a cultural and tourist destination.
-
E.
Oceanside
Oceanside is a coastal city in northern San Diego County known for its beaches, historic wooden pier, and laid-back Southern California surf culture.
- 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: Downtown Santa Barbara Triple: [Santa Barbara, hasDistrict, Downtown Santa Barbara]
Generated description
Downtown Santa Barbara is the city’s central commercial and cultural hub, known for its Spanish-style architecture, boutique shopping, dining, and proximity to the waterfront.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Downtown Santa Barbara Target entity description: Downtown Santa Barbara is the city’s central commercial and cultural hub, known for its Spanish-style architecture, boutique shopping, dining, and proximity to the waterfront.
-
A.
Santa Barbara
chosen
Santa Barbara is a picturesque coastal city in California known for its Mediterranean climate, red-tile roofs, and distinctive Spanish Colonial Revival architecture.
-
B.
Santa Barbara
Santa Barbara is a historic inland municipality in Iloilo province in the Philippines, known for its role in the Philippine Revolution and its well-preserved heritage sites.
-
C.
Downtown San Pedro
Downtown San Pedro is the historic commercial and cultural core of the San Pedro neighborhood in Los Angeles, known for its waterfront, arts district, and small-town urban feel.
-
D.
Santa Barbara, California, United States
Santa Barbara, California, United States is a coastal city northwest of Los Angeles known for its Mediterranean-style architecture, beaches, and role as a cultural and tourist destination.
-
E.
Oceanside
Oceanside is a coastal city in northern San Diego County known for its beaches, historic wooden pier, and laid-back Southern California surf culture.
- F. None of above.
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_69ad8b0d40b481908bc2a5fa2e73c3fb |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad98002da4819098d6448eebcafad4 |
completed | March 8, 2026, 3:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b086703868819083eacc3fe392fde1 |
completed | March 10, 2026, 9 p.m. |
| NEDg | Description generation | batch_69b0d21ad8908190bf232b48d8766f59 |
completed | March 11, 2026, 2:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0d278538481909f573d77cb0338da |
completed | March 11, 2026, 2:24 a.m. |
Created at: March 8, 2026, 2:55 p.m.