Triple

T2960087
Position Surface form Disambiguated ID Type / Status
Subject Piedmont E80023 entity
Predicate adjacentTo P224 FINISHED
Object Montclair neighborhood of Oakland
The Montclair neighborhood of Oakland is a hilly, affluent residential area in the Oakland Hills known for its wooded surroundings, winding streets, and small village-style commercial district.
 E316784 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: Montclair neighborhood of Oakland | Statement: [Piedmont, adjacentTo, Montclair neighborhood of Oakland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Montclair neighborhood of Oakland
Context triple: [Piedmont, adjacentTo, Montclair neighborhood of Oakland]
  • A. Rockridge neighborhood of Oakland
    The Rockridge neighborhood of Oakland is a vibrant, upscale residential and commercial district known for its historic homes, popular College Avenue shopping and dining corridor, and convenient BART access.
  • B. North Oakland
    North Oakland is a primarily residential and institutional neighborhood in Pittsburgh, Pennsylvania, known for its proximity to universities, medical centers, and cultural landmarks.
  • C. Elmwood neighborhood of Berkeley
    The Elmwood neighborhood of Berkeley is a historic, tree-lined residential and shopping district known for its Craftsman homes, independent bookstores, cafes, and proximity to the UC Berkeley campus.
  • D. East Oakland
    East Oakland is a predominantly working-class, culturally diverse area of Oakland, California, known for its strong Latino and Black communities, vibrant street life, and history of social activism alongside significant economic challenges.
  • E. West Oakland
    West Oakland is a historically Black, industrial, and residential neighborhood in Oakland, California, known for its rich cultural legacy, port and rail infrastructure, and role in the city’s civil rights and arts movements.
  • 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: Montclair neighborhood of Oakland
Triple: [Piedmont, adjacentTo, Montclair neighborhood of Oakland]
Generated description
The Montclair neighborhood of Oakland is a hilly, affluent residential area in the Oakland Hills known for its wooded surroundings, winding streets, and small village-style commercial district.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Montclair neighborhood of Oakland
Target entity description: The Montclair neighborhood of Oakland is a hilly, affluent residential area in the Oakland Hills known for its wooded surroundings, winding streets, and small village-style commercial district.
  • A. Rockridge neighborhood of Oakland
    The Rockridge neighborhood of Oakland is a vibrant, upscale residential and commercial district known for its historic homes, popular College Avenue shopping and dining corridor, and convenient BART access.
  • B. North Oakland
    North Oakland is a primarily residential and institutional neighborhood in Pittsburgh, Pennsylvania, known for its proximity to universities, medical centers, and cultural landmarks.
  • C. Elmwood neighborhood of Berkeley
    The Elmwood neighborhood of Berkeley is a historic, tree-lined residential and shopping district known for its Craftsman homes, independent bookstores, cafes, and proximity to the UC Berkeley campus.
  • D. East Oakland
    East Oakland is a predominantly working-class, culturally diverse area of Oakland, California, known for its strong Latino and Black communities, vibrant street life, and history of social activism alongside significant economic challenges.
  • E. West Oakland
    West Oakland is a historically Black, industrial, and residential neighborhood in Oakland, California, known for its rich cultural legacy, port and rail infrastructure, and role in the city’s civil rights and arts movements.
  • 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_69ad8b1341848190bd19dbf46892887d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad992dd4248190b5f3d4f342593b8c completed March 8, 2026, 3:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69b108de7e3c81908b1fee310515e4c1 completed March 11, 2026, 6:17 a.m.
NEDg Description generation batch_69b10cae699481908b4cca2c7e66616c completed March 11, 2026, 6:33 a.m.
NED2 Entity disambiguation (via description) batch_69b10d22bbd48190b9878b4b0421c004 completed March 11, 2026, 6:35 a.m.
Created at: March 8, 2026, 2:57 p.m.