Triple

T7511399
Position Surface form Disambiguated ID Type / Status
Subject Bustleton E177527 entity
Predicate borderedByNeighborhood P224 FINISHED
Object Millbrook
Millbrook is a residential neighborhood in Northeast Philadelphia, Pennsylvania, known for its suburban-style homes and proximity to other communities like Bustleton.
E669962 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: Millbrook | Statement: [Bustleton, borderedByNeighborhood, Millbrook]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Millbrook
Context triple: [Bustleton, borderedByNeighborhood, Millbrook]
  • A. Millbrook
    Millbrook is a small, affluent village in New York’s Hudson Valley known for its rural charm, equestrian culture, and country estates.
  • B. Millbrook
    Millbrook is a small city in central Alabama, known as a suburban community within the Montgomery metropolitan area.
  • C. Willowbridge
    Willowbridge is a small rural settlement located within New Zealand’s Waimate District in the South Island.
  • D. Brantwood
    Brantwood is a historic house on the shores of Coniston Water in the English Lake District, best known as the longtime home of Victorian art critic and social thinker John Ruskin.
  • E. Goose Hollow
    Goose Hollow is a historic, centrally located neighborhood in Portland, Oregon, known for its mix of residential streets, urban amenities, and proximity to downtown.
  • 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: Millbrook
Triple: [Bustleton, borderedByNeighborhood, Millbrook]
Generated description
Millbrook is a residential neighborhood in Northeast Philadelphia, Pennsylvania, known for its suburban-style homes and proximity to other communities like Bustleton.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Millbrook
Target entity description: Millbrook is a residential neighborhood in Northeast Philadelphia, Pennsylvania, known for its suburban-style homes and proximity to other communities like Bustleton.
  • A. Millbrook
    Millbrook is a small, affluent village in New York’s Hudson Valley known for its rural charm, equestrian culture, and country estates.
  • B. Millbrook
    Millbrook is a small city in central Alabama, known as a suburban community within the Montgomery metropolitan area.
  • C. Willowbridge
    Willowbridge is a small rural settlement located within New Zealand’s Waimate District in the South Island.
  • D. Brantwood
    Brantwood is a historic house on the shores of Coniston Water in the English Lake District, best known as the longtime home of Victorian art critic and social thinker John Ruskin.
  • E. Goose Hollow
    Goose Hollow is a historic, centrally located neighborhood in Portland, Oregon, known for its mix of residential streets, urban amenities, and proximity to downtown.
  • 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_69c69f276b108190af2cc790b6554544 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f5d33960819089a10c1149abf4b2 completed March 27, 2026, 9:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69c84614e8608190b6d683e4402a6275 completed March 28, 2026, 9:20 p.m.
NEDg Description generation batch_69c847380f08819082d96a4a8e3143a4 completed March 28, 2026, 9:25 p.m.
NED2 Entity disambiguation (via description) batch_69c847b5787c81908bfe5b71a1494b54 completed March 28, 2026, 9:27 p.m.
Created at: March 27, 2026, 3:45 p.m.