Triple
T1881710
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Anza-Borrego Desert State Park |
E39865
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Blair Valley
Blair Valley is a remote desert basin in Southern California known for its rugged landscapes, off-road recreation, and dark-sky camping within Anza-Borrego Desert State Park.
|
E215529
|
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: Blair Valley | Statement: [Anza-Borrego Desert State Park, contains, Blair Valley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Blair Valley Context triple: [Anza-Borrego Desert State Park, contains, Blair Valley]
-
A.
Wyoming Valley
Wyoming Valley is a historic and populous valley region in northeastern Pennsylvania, known for its cities like Wilkes-Barre and its legacy as a former coal-mining and industrial center.
-
B.
Pleasant Valley
Pleasant Valley is a small town and community in Dutchess County, New York, known for its rural character and residential neighborhoods.
-
C.
Great Valley
The Great Valley is a long, fertile lowland region in the eastern United States that forms a major natural corridor through the Appalachian Mountains.
-
D.
Hardin Valley
Hardin Valley is a suburban community in western Knox County, Tennessee, known for its residential growth, schools, and proximity to Knoxville.
-
E.
Swatara Creek
Swatara Creek is a tributary of the Susquehanna River in eastern Pennsylvania, known for its scenic waterway, recreational opportunities, and role in regional watershed systems.
- 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: Blair Valley Triple: [Anza-Borrego Desert State Park, contains, Blair Valley]
Generated description
Blair Valley is a remote desert basin in Southern California known for its rugged landscapes, off-road recreation, and dark-sky camping within Anza-Borrego Desert State Park.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Blair Valley Target entity description: Blair Valley is a remote desert basin in Southern California known for its rugged landscapes, off-road recreation, and dark-sky camping within Anza-Borrego Desert State Park.
-
A.
Wyoming Valley
Wyoming Valley is a historic and populous valley region in northeastern Pennsylvania, known for its cities like Wilkes-Barre and its legacy as a former coal-mining and industrial center.
-
B.
Pleasant Valley
Pleasant Valley is a small town and community in Dutchess County, New York, known for its rural character and residential neighborhoods.
-
C.
Great Valley
The Great Valley is a long, fertile lowland region in the eastern United States that forms a major natural corridor through the Appalachian Mountains.
-
D.
Hardin Valley
Hardin Valley is a suburban community in western Knox County, Tennessee, known for its residential growth, schools, and proximity to Knoxville.
-
E.
Swatara Creek
Swatara Creek is a tributary of the Susquehanna River in eastern Pennsylvania, known for its scenic waterway, recreational opportunities, and role in regional watershed systems.
- 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_69a88633e4fc8190b7eb40463e048ec5 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb0fb95b48190af5286662c8b9734 |
completed | March 7, 2026, 5 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adf3ca2bd48190b055dd2e657c4dd9 |
completed | March 8, 2026, 10:10 p.m. |
| NEDg | Description generation | batch_69adf494f0288190bf77285d18fcd3d9 |
completed | March 8, 2026, 10:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adf51f49488190b9b0465b4da685c1 |
completed | March 8, 2026, 10:15 p.m. |
Created at: March 4, 2026, 7:34 p.m.