Triple
T7619350
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Live Oak, Santa Cruz County, California |
E172447
|
entity |
| Predicate | hasTransportation |
P105
|
FINISHED |
| Object |
Soquel Avenue
Soquel Avenue is a major east–west arterial road in Santa Cruz County, California, connecting the city of Santa Cruz with the unincorporated community of Live Oak and the town of Soquel.
|
E680860
|
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: Soquel Avenue | Statement: [Live Oak, Santa Cruz County, California, hasTransportation, Soquel Avenue]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Soquel Avenue Context triple: [Live Oak, Santa Cruz County, California, hasTransportation, Soquel Avenue]
-
A.
Point Lobos Avenue
Point Lobos Avenue is a coastal roadway in San Francisco that serves as a primary access route to scenic areas such as Lands End and the nearby Pacific shoreline.
-
B.
Cabrillo Highway
Cabrillo Highway is a scenic stretch of California State Route 1 along the Pacific coast, renowned for its dramatic ocean views and access to coastal parks and historic sites.
-
C.
San Ramon Valley Boulevard
San Ramon Valley Boulevard is a major north–south arterial road in California’s San Ramon Valley, connecting communities such as Alamo and serving as a key local thoroughfare.
-
D.
Cabrillo Boulevard
Cabrillo Boulevard is a major scenic waterfront roadway in Santa Barbara, California, lined with beaches, parks, and coastal attractions.
-
E.
Hawthorne Boulevard
Hawthorne Boulevard is a major street in Salem, Massachusetts, known for bordering Salem Common and providing access to several historic and cultural sites in the city.
- 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: Soquel Avenue Triple: [Live Oak, Santa Cruz County, California, hasTransportation, Soquel Avenue]
Generated description
Soquel Avenue is a major east–west arterial road in Santa Cruz County, California, connecting the city of Santa Cruz with the unincorporated community of Live Oak and the town of Soquel.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Soquel Avenue Target entity description: Soquel Avenue is a major east–west arterial road in Santa Cruz County, California, connecting the city of Santa Cruz with the unincorporated community of Live Oak and the town of Soquel.
-
A.
Point Lobos Avenue
Point Lobos Avenue is a coastal roadway in San Francisco that serves as a primary access route to scenic areas such as Lands End and the nearby Pacific shoreline.
-
B.
Cabrillo Highway
Cabrillo Highway is a scenic stretch of California State Route 1 along the Pacific coast, renowned for its dramatic ocean views and access to coastal parks and historic sites.
-
C.
San Ramon Valley Boulevard
San Ramon Valley Boulevard is a major north–south arterial road in California’s San Ramon Valley, connecting communities such as Alamo and serving as a key local thoroughfare.
-
D.
Cabrillo Boulevard
Cabrillo Boulevard is a major scenic waterfront roadway in Santa Barbara, California, lined with beaches, parks, and coastal attractions.
-
E.
Hawthorne Boulevard
Hawthorne Boulevard is a major street in Salem, Massachusetts, known for bordering Salem Common and providing access to several historic and cultural sites in the city.
- 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_69c699506b308190826894dab1d9ea86 |
completed | March 27, 2026, 2:50 p.m. |
| NER | Named-entity recognition | batch_69c6fa6148a88190be5150313fe23e7b |
completed | March 27, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8a212d0888190a40cdf32ef53d993 |
completed | March 29, 2026, 3:52 a.m. |
| NEDg | Description generation | batch_69c8a30d3fac8190bec7e2748bc8f17e |
completed | March 29, 2026, 3:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8a3d2e660819099f90a9e43310381 |
completed | March 29, 2026, 4 a.m. |
Created at: March 27, 2026, 3:55 p.m.