Triple
T17831713
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | San Ramon Valley |
E445272
|
entity |
| Predicate | hasCity |
P316
|
FINISHED |
| Object |
Danville
Danville is an affluent suburban town in California’s San Ramon Valley, known for its high quality of life and small-town charm within the San Francisco Bay Area.
|
E1291255
|
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: Danville | Statement: [San Ramon Valley, hasCity, Danville]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Danville Context triple: [San Ramon Valley, hasCity, Danville]
-
A.
Danville
Danville is a small historic borough in Montour County, Pennsylvania, known for its early iron industry and role as a regional commercial center along the Susquehanna River.
-
B.
Danville
Danville is a small town in central Indiana that serves as the county seat of Hendricks County and functions as a suburban community within the greater Indianapolis region.
-
C.
Danville
Danville is the fictional suburban town where the animated television series "Phineas and Ferb" takes place.
-
D.
Danville, Kentucky
Danville, Kentucky is a historic small city in central Kentucky known for being the home of Centre College and for its role in early statehood and constitutional history.
-
E.
Danville Metropolitan Statistical Area
The Danville Metropolitan Statistical Area is a U.S. Census-defined region centered on the independent city of Danville, Virginia, and its surrounding communities, used for statistical and economic analysis.
- 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: Danville Triple: [San Ramon Valley, hasCity, Danville]
Generated description
Danville is an affluent suburban town in California’s San Ramon Valley, known for its high quality of life and small-town charm within the San Francisco Bay Area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Danville Target entity description: Danville is an affluent suburban town in California’s San Ramon Valley, known for its high quality of life and small-town charm within the San Francisco Bay Area.
-
A.
Danville
Danville is the fictional suburban town where the animated television series "Phineas and Ferb" takes place.
-
B.
Danville
Danville is a small town in central Indiana that serves as the county seat of Hendricks County and functions as a suburban community within the greater Indianapolis region.
-
C.
Danville
Danville is a small historic borough in Montour County, Pennsylvania, known for its early iron industry and role as a regional commercial center along the Susquehanna River.
-
D.
Danville, Kentucky
Danville, Kentucky is a historic small city in central Kentucky known for being the home of Centre College and for its role in early statehood and constitutional history.
-
E.
Danville Metropolitan Statistical Area
The Danville Metropolitan Statistical Area is a U.S. Census-defined region centered on the independent city of Danville, Virginia, and its surrounding communities, used for statistical and economic analysis.
- 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_69d8b9f1a6d881909f024bc603111cdb |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e48d248ecc8190b3f0d001b539d960 |
completed | April 19, 2026, 8:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0306f656788190814c2659b53e98ae |
completed | May 12, 2026, 10:54 a.m. |
| NEDg | Description generation | batch_6a0307af95bc819099ff1322c091d04a |
completed | May 12, 2026, 10:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0308a29f1081909a44c221aefb723c |
completed | May 12, 2026, 11:01 a.m. |
Created at: April 10, 2026, 10:15 a.m.