Triple

T13300004
Position Surface form Disambiguated ID Type / Status
Subject Montclair neighborhood of Oakland E316784 entity
Predicate adjacentTo P224 FINISHED
Object Piedmont Pines neighborhood
Piedmont Pines neighborhood is a primarily residential, hillside community in Oakland, California, known for its winding streets, wooded setting, and scenic Bay Area views.
 E1032681 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: Piedmont Pines neighborhood | Statement: [Montclair neighborhood of Oakland, adjacentTo, Piedmont Pines neighborhood]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Piedmont Pines neighborhood
Context triple: [Montclair neighborhood of Oakland, adjacentTo, Piedmont Pines neighborhood]
  • A. Pine Hills neighborhood
    Pine Hills is a primarily residential neighborhood in Albany, New York, known for its mix of historic housing, local businesses, and proximity to area colleges.
  • B. Holston Hills neighborhood
    Holston Hills neighborhood is a historic, residential area in Knoxville, Tennessee, known for its scenic riverside setting, tree-lined streets, and the Holston Hills Country Club and golf course.
  • C. Spruce Hill neighborhood
    Spruce Hill is a historic, tree-lined West Philadelphia neighborhood known for its Victorian homes, diverse community, and proximity to the University of Pennsylvania.
  • D. Fern Rock neighborhood
    Fern Rock is a residential neighborhood in North Philadelphia known for its diverse community and major transit hub, including the Fern Rock Transportation Center.
  • E. Vermilion Hills neighborhood
    Vermilion Hills neighborhood is a residential community within Falls Township in Bucks County, Pennsylvania.
  • 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: Piedmont Pines neighborhood
Triple: [Montclair neighborhood of Oakland, adjacentTo, Piedmont Pines neighborhood]
Generated description
Piedmont Pines neighborhood is a primarily residential, hillside community in Oakland, California, known for its winding streets, wooded setting, and scenic Bay Area views.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Piedmont Pines neighborhood
Target entity description: Piedmont Pines neighborhood is a primarily residential, hillside community in Oakland, California, known for its winding streets, wooded setting, and scenic Bay Area views.
  • A. Pine Hills neighborhood
    Pine Hills is a primarily residential neighborhood in Albany, New York, known for its mix of historic housing, local businesses, and proximity to area colleges.
  • B. Holston Hills neighborhood
    Holston Hills neighborhood is a historic, residential area in Knoxville, Tennessee, known for its scenic riverside setting, tree-lined streets, and the Holston Hills Country Club and golf course.
  • C. Spruce Hill neighborhood
    Spruce Hill is a historic, tree-lined West Philadelphia neighborhood known for its Victorian homes, diverse community, and proximity to the University of Pennsylvania.
  • D. Fern Rock neighborhood
    Fern Rock is a residential neighborhood in North Philadelphia known for its diverse community and major transit hub, including the Fern Rock Transportation Center.
  • E. Vermilion Hills neighborhood
    Vermilion Hills neighborhood is a residential community within Falls Township in Bucks County, Pennsylvania.
  • 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_69d806b40ab4819094adf6c374f4811a completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d990a43ed88190a8dbbbd7d6d62dc4 completed April 11, 2026, 12:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69f716df8c2c8190bd17b47848546271 completed May 3, 2026, 9:35 a.m.
NEDg Description generation batch_69f7177e07508190b46e6a12f09e7986 completed May 3, 2026, 9:38 a.m.
NED2 Entity disambiguation (via description) batch_69f717e72b988190927b628022bcbf12 completed May 3, 2026, 9:39 a.m.
Created at: April 9, 2026, 9:28 p.m.