Triple
T9331914
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oakland Hills |
E224542
|
entity |
| Predicate | hasNeighborhood |
P40
|
FINISHED |
| Object |
Shepherd Canyon
Shepherd Canyon is a residential neighborhood nestled in the Oakland Hills of California, known for its wooded canyons, winding roads, and proximity to regional parks and open space.
|
E794225
|
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: Shepherd Canyon | Statement: [Oakland Hills, hasNeighborhood, Shepherd Canyon]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shepherd Canyon Context triple: [Oakland Hills, hasNeighborhood, Shepherd Canyon]
-
A.
Sloan Canyon
Sloan Canyon is a protected natural area in southern Nevada known for its rugged desert landscape and extensive Native American petroglyphs.
-
B.
Whiteoak Canyon
Whiteoak Canyon is a scenic gorge in Shenandoah National Park, Virginia, renowned for its series of waterfalls, rugged hiking trails, and lush forested landscapes.
-
C.
Weber Canyon
Weber Canyon is a scenic river-carved gorge in northern Utah known for its dramatic rock formations, transportation corridor, and outdoor recreation opportunities.
-
D.
Verde Canyon
Verde Canyon is a scenic river-carved gorge in central Arizona known for its rugged red rock cliffs, rich wildlife, and popular heritage railroad excursions.
-
E.
Devil Canyon
Devil Canyon is a rugged natural canyon area in San Bernardino, California, known for its steep terrain, seasonal water flows, and proximity to local hiking and outdoor recreation spots.
- 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: Shepherd Canyon Triple: [Oakland Hills, hasNeighborhood, Shepherd Canyon]
Generated description
Shepherd Canyon is a residential neighborhood nestled in the Oakland Hills of California, known for its wooded canyons, winding roads, and proximity to regional parks and open space.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shepherd Canyon Target entity description: Shepherd Canyon is a residential neighborhood nestled in the Oakland Hills of California, known for its wooded canyons, winding roads, and proximity to regional parks and open space.
-
A.
Sloan Canyon
Sloan Canyon is a protected natural area in southern Nevada known for its rugged desert landscape and extensive Native American petroglyphs.
-
B.
Whiteoak Canyon
Whiteoak Canyon is a scenic gorge in Shenandoah National Park, Virginia, renowned for its series of waterfalls, rugged hiking trails, and lush forested landscapes.
-
C.
Weber Canyon
Weber Canyon is a scenic river-carved gorge in northern Utah known for its dramatic rock formations, transportation corridor, and outdoor recreation opportunities.
-
D.
Verde Canyon
Verde Canyon is a scenic river-carved gorge in central Arizona known for its rugged red rock cliffs, rich wildlife, and popular heritage railroad excursions.
-
E.
Devil Canyon
Devil Canyon is a rugged natural canyon area in San Bernardino, California, known for its steep terrain, seasonal water flows, and proximity to local hiking and outdoor recreation spots.
- 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_69ca8427a0c08190b749831d5ea98f02 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd37afceb88190ad7ffbc7b47a1caa |
completed | April 1, 2026, 3:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0f3b37b408190957c371233d8a3bd |
completed | April 4, 2026, 11:19 a.m. |
| NEDg | Description generation | batch_69d0f4b346988190b70cd311dc3481cd |
completed | April 4, 2026, 11:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0f589b86c8190a68c7047766ce464 |
completed | April 4, 2026, 11:27 a.m. |
Created at: March 30, 2026, 7:39 p.m.