Triple

T8018626
Position Surface form Disambiguated ID Type / Status
Subject Southwestern Brooklyn E186682 entity
Predicate containsNeighborhood P4813 FINISHED
Object Mapleton
Mapleton is a primarily residential neighborhood in southwestern Brooklyn, New York City, known for its quiet streets and diverse community.
E707688 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: Mapleton | Statement: [Southwestern Brooklyn, containsNeighborhood, Mapleton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mapleton
Context triple: [Southwestern Brooklyn, containsNeighborhood, Mapleton]
  • A. Mapleton
    Mapleton is a small village in Derbyshire, England, known for its picturesque rural setting in the Peak District near the River Dove.
  • B. Mapleton
    Mapleton is a locality adjacent to Gravesend, likely a residential neighborhood or area within the same broader region.
  • C. Mapleton
    Mapleton is a rural township municipality in Wellington County, Ontario, known for its agricultural landscape and small communities.
  • D. Mapleton
    Mapleton is a small rural town in the Sunshine Coast hinterland of Queensland, Australia, known for its scenic views, rainforest walks, and proximity to Mapleton Falls National Park.
  • E. Barberton
    Barberton is a small industrial city in northeastern Ohio known historically for its manufacturing base and proximity to Akron.
  • 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: Mapleton
Triple: [Southwestern Brooklyn, containsNeighborhood, Mapleton]
Generated description
Mapleton is a primarily residential neighborhood in southwestern Brooklyn, New York City, known for its quiet streets and diverse community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mapleton
Target entity description: Mapleton is a primarily residential neighborhood in southwestern Brooklyn, New York City, known for its quiet streets and diverse community.
  • A. Mapleton
    Mapleton is a small rural town in the Sunshine Coast hinterland of Queensland, Australia, known for its scenic views, rainforest walks, and proximity to Mapleton Falls National Park.
  • B. Mapleton
    Mapleton is a small village in Derbyshire, England, known for its picturesque rural setting in the Peak District near the River Dove.
  • C. Mapleton
    Mapleton is a rural township municipality in Wellington County, Ontario, known for its agricultural landscape and small communities.
  • D. Mapleton
    Mapleton is a locality adjacent to Gravesend, likely a residential neighborhood or area within the same broader region.
  • E. Barberton
    Barberton is a small industrial city in northeastern Ohio known historically for its manufacturing base and proximity to Akron.
  • 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_69ca82ac7fc081909b1398cf025423af completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3df626e8819098a9f8908dfdad3b completed March 31, 2026, 3:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc56c213ec8190b3bd96c42d1357e4 completed March 31, 2026, 11:20 p.m.
NEDg Description generation batch_69cc58a9e94081908980e2c60be38642 completed March 31, 2026, 11:28 p.m.
NED2 Entity disambiguation (via description) batch_69cc5cbaefb481909eb325f0d27675c0 completed March 31, 2026, 11:46 p.m.
Created at: March 30, 2026, 5:20 p.m.