Triple

T6744926
Position Surface form Disambiguated ID Type / Status
Subject Blackhawk, California E154184 entity
Predicate hasSubdivision P747 FINISHED
Object Hidden Oaks
Hidden Oaks is a residential neighborhood within the affluent community of Blackhawk in Contra Costa County, California.
 E616559 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: Hidden Oaks | Statement: [Blackhawk, California, hasSubdivision, Hidden Oaks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hidden Oaks
Context triple: [Blackhawk, California, hasSubdivision, Hidden Oaks]
  • A. Whispering Pines
    "Whispering Pines" is a melancholic, piano-driven ballad by Richard Manuel, best known from The Band's 1969 self-titled album.
  • B. Shady Shores
    Shady Shores is a small lakeside suburb in the Dallas–Fort Worth metropolitan area in Texas, known for its residential neighborhoods and proximity to Lewisville Lake.
  • C. Shades Valley
    Shades Valley is a region in central Alabama, near Birmingham, known for its residential communities and as the namesake of local institutions such as Shades Valley High School.
  • D. Crows Landing
    Crows Landing is a small unincorporated rural community in California’s Central Valley known historically for agriculture and its former naval auxiliary airfield.
  • E. Hixon Forest
    Hixon Forest is a wooded nature preserve and trail system in La Crosse, Wisconsin, popular for hiking, scenic overlooks, and outdoor recreation.
  • 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: Hidden Oaks
Triple: [Blackhawk, California, hasSubdivision, Hidden Oaks]
Generated description
Hidden Oaks is a residential neighborhood within the affluent community of Blackhawk in Contra Costa County, California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hidden Oaks
Target entity description: Hidden Oaks is a residential neighborhood within the affluent community of Blackhawk in Contra Costa County, California.
  • A. Whispering Pines
    "Whispering Pines" is a melancholic, piano-driven ballad by Richard Manuel, best known from The Band's 1969 self-titled album.
  • B. Shady Shores
    Shady Shores is a small lakeside suburb in the Dallas–Fort Worth metropolitan area in Texas, known for its residential neighborhoods and proximity to Lewisville Lake.
  • C. Shades Valley
    Shades Valley is a region in central Alabama, near Birmingham, known for its residential communities and as the namesake of local institutions such as Shades Valley High School.
  • D. Crows Landing
    Crows Landing is a small unincorporated rural community in California’s Central Valley known historically for agriculture and its former naval auxiliary airfield.
  • E. Hixon Forest
    Hixon Forest is a wooded nature preserve and trail system in La Crosse, Wisconsin, popular for hiking, scenic overlooks, and outdoor recreation.
  • 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_69c6880ef37881909268a5a7299b9293 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d1b543688190af179e0244d1ff75 completed March 27, 2026, 6:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69c70b13c8888190980e27fae58a0494 completed March 27, 2026, 10:56 p.m.
NEDg Description generation batch_69c70ea22e98819085ee9cf976650e8d completed March 27, 2026, 11:11 p.m.
NED2 Entity disambiguation (via description) batch_69c70f2c02ac8190ad82b0bbe40fd97e completed March 27, 2026, 11:13 p.m.
Created at: March 27, 2026, 2:10 p.m.