Triple

T22285313
Position Surface form Disambiguated ID Type / Status
Subject Cumberland Transfer Center E550844 entity
Predicate near P350 FINISHED
Object Cumberland Mall area
The Cumberland Mall area is a major commercial and business district in northwest Atlanta, Georgia, centered around the Cumberland Mall shopping center and surrounded by offices, hotels, and entertainment venues.
 E1528767 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: Cumberland Mall area | Statement: [Cumberland Transfer Center, near, Cumberland Mall area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cumberland Mall area
Context triple: [Cumberland Transfer Center, near, Cumberland Mall area]
  • A. Chesterfield Mall area
    The Chesterfield Mall area is a major commercial and retail hub in Chesterfield, Missouri, featuring a large shopping mall and surrounding businesses.
  • B. Evans Towne Center area
    Evans Towne Center area is a central commercial and community hub in Evans, Georgia, featuring retail, dining, and public gathering spaces.
  • C. RiverGate Mall area
    The RiverGate Mall area is a major retail and commercial district near Goodlettsville, Tennessee, featuring a large shopping mall surrounded by numerous stores, restaurants, and services.
  • D. Hilltop Mall area
    The Hilltop Mall area is a commercial and retail district in Richmond, California, centered around the former Hilltop Mall and its surrounding shopping and service businesses.
  • E. Fairview Park Mall area
    The Fairview Park Mall area is a major commercial and transit hub in Kitchener, Ontario, centered around a large regional shopping mall and served by the Ion light rail system.
  • 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: Cumberland Mall area
Triple: [Cumberland Transfer Center, near, Cumberland Mall area]
Generated description
The Cumberland Mall area is a major commercial and business district in northwest Atlanta, Georgia, centered around the Cumberland Mall shopping center and surrounded by offices, hotels, and entertainment venues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cumberland Mall area
Target entity description: The Cumberland Mall area is a major commercial and business district in northwest Atlanta, Georgia, centered around the Cumberland Mall shopping center and surrounded by offices, hotels, and entertainment venues.
  • A. Chesterfield Mall area
    The Chesterfield Mall area is a major commercial and retail hub in Chesterfield, Missouri, featuring a large shopping mall and surrounding businesses.
  • B. Evans Towne Center area
    Evans Towne Center area is a central commercial and community hub in Evans, Georgia, featuring retail, dining, and public gathering spaces.
  • C. RiverGate Mall area
    The RiverGate Mall area is a major retail and commercial district near Goodlettsville, Tennessee, featuring a large shopping mall surrounded by numerous stores, restaurants, and services.
  • D. Hilltop Mall area
    The Hilltop Mall area is a commercial and retail district in Richmond, California, centered around the former Hilltop Mall and its surrounding shopping and service businesses.
  • E. Fairview Park Mall area
    The Fairview Park Mall area is a major commercial and transit hub in Kitchener, Ontario, centered around a large regional shopping mall and served by the Ion light rail system.
  • 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_69e11e44d538819097c6b8f333af3352 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15606948c81909ebaa5ea106d2b7a completed April 29, 2026, 12:51 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0abcac163c8190b0bb8673ed46c046 completed May 18, 2026, 7:15 a.m.
NEDg Description generation batch_6a0abe56d038819083b2ce2b87e067a2 completed May 18, 2026, 7:23 a.m.
NED2 Entity disambiguation (via description) batch_6a0abf7e6d208190807d4c1316d5bd0d completed May 18, 2026, 7:27 a.m.
Created at: April 16, 2026, 8:40 p.m.