Triple

T573413
Position Surface form Disambiguated ID Type / Status
Subject North Cambridge E13710 entity
Predicate borderedBy P224 FINISHED
Object Neighborhood Nine
Neighborhood Nine is a residential and commercial area in northwest Cambridge, Massachusetts, known for its mix of dense urban housing, local shops, and proximity to Harvard Square and Porter Square.
E72483 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: Neighborhood Nine | Statement: [North Cambridge, borderedBy, Neighborhood Nine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Neighborhood Nine
Context triple: [North Cambridge, borderedBy, Neighborhood Nine]
  • A. Laurel Heights
    Laurel Heights is a San Francisco neighborhood that hosts one of the University of California, San Francisco’s satellite campus sites, known for its mix of residential streets and institutional buildings.
  • B. Sullivan’s Gulch neighborhood
    Sullivan’s Gulch neighborhood is a primarily residential area in inner Northeast Portland, Oregon, known for its tree-lined streets, mid-century homes, and proximity to major transit and commercial districts.
  • C. Linnton neighborhood
    The Linnton neighborhood is a riverside community in northwest Portland, Oregon, known for its industrial waterfront, proximity to Forest Park, and location along U.S. Route 30.
  • D. Tri-Taylor neighborhood
    Tri-Taylor neighborhood is a small, historically working-class residential area on Chicago’s Near West Side known for its diverse community and proximity to major medical and academic institutions.
  • E. Victory Park neighborhood
    Victory Park neighborhood is a mixed-use urban district in Dallas, Texas, known for its entertainment venues, residential towers, and proximity to the American Airlines Center.
  • 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: Neighborhood Nine
Triple: [North Cambridge, borderedBy, Neighborhood Nine]
Generated description
Neighborhood Nine is a residential and commercial area in northwest Cambridge, Massachusetts, known for its mix of dense urban housing, local shops, and proximity to Harvard Square and Porter Square.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Neighborhood Nine
Target entity description: Neighborhood Nine is a residential and commercial area in northwest Cambridge, Massachusetts, known for its mix of dense urban housing, local shops, and proximity to Harvard Square and Porter Square.
  • A. Laurel Heights
    Laurel Heights is a San Francisco neighborhood that hosts one of the University of California, San Francisco’s satellite campus sites, known for its mix of residential streets and institutional buildings.
  • B. Sullivan’s Gulch neighborhood
    Sullivan’s Gulch neighborhood is a primarily residential area in inner Northeast Portland, Oregon, known for its tree-lined streets, mid-century homes, and proximity to major transit and commercial districts.
  • C. Linnton neighborhood
    The Linnton neighborhood is a riverside community in northwest Portland, Oregon, known for its industrial waterfront, proximity to Forest Park, and location along U.S. Route 30.
  • D. Tri-Taylor neighborhood
    Tri-Taylor neighborhood is a small, historically working-class residential area on Chicago’s Near West Side known for its diverse community and proximity to major medical and academic institutions.
  • E. Victory Park neighborhood
    Victory Park neighborhood is a mixed-use urban district in Dallas, Texas, known for its entertainment venues, residential towers, and proximity to the American Airlines Center.
  • 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_69a4933fa4d88190a7949cc83c08c5c1 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49b4ae0988190bdd0ad428b784d85 completed March 1, 2026, 8:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69a501bdb7cc8190922432fe58cfd6cb completed March 2, 2026, 3:19 a.m.
NEDg Description generation batch_69a503b501388190baed19e781c24b4d completed March 2, 2026, 3:27 a.m.
NED2 Entity disambiguation (via description) batch_69a5077cf14081909478ea1e0fd3eff5 completed March 2, 2026, 3:43 a.m.
Created at: March 1, 2026, 7:33 p.m.