Triple

T15070212
Position Surface form Disambiguated ID Type / Status
Subject East Cobb, Georgia E379855 entity
Predicate hasShoppingArea P4285 FINISHED
Object The Avenue East Cobb
The Avenue East Cobb is an open-air lifestyle and shopping center in East Cobb, Georgia, featuring a mix of retail stores, restaurants, and community gathering spaces.
E1135630 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: The Avenue East Cobb | Statement: [East Cobb, Georgia, hasShoppingArea, The Avenue East Cobb]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Avenue East Cobb
Context triple: [East Cobb, Georgia, hasShoppingArea, The Avenue East Cobb]
  • A. Boulevard East
    Boulevard East is a scenic thoroughfare in New Jersey’s Hudson County known for its sweeping views of the Manhattan skyline and the Hudson River.
  • B. Steeles Avenue corridor
    The Steeles Avenue corridor is a major east–west arterial route in the Greater Toronto Area that serves as a key transit and development spine, including for Brampton’s Zum bus rapid transit service.
  • C. Aurora Avenue corridor
    The Aurora Avenue corridor is a major north–south transportation and commercial route in Seattle, Washington, encompassing the stretch of Aurora Avenue North and its associated infrastructure and neighborhoods.
  • D. Edgewood Avenue corridor
    The Edgewood Avenue corridor is a historically significant commercial and cultural strip in Atlanta known for its vibrant nightlife, street art, and proximity to the Sweet Auburn civil rights district.
  • E. Snelling Avenue corridor
    The Snelling Avenue corridor is a major urban thoroughfare in Saint Paul, Minnesota, serving as a key transit and commercial spine for surrounding neighborhoods.
  • 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: The Avenue East Cobb
Triple: [East Cobb, Georgia, hasShoppingArea, The Avenue East Cobb]
Generated description
The Avenue East Cobb is an open-air lifestyle and shopping center in East Cobb, Georgia, featuring a mix of retail stores, restaurants, and community gathering spaces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Avenue East Cobb
Target entity description: The Avenue East Cobb is an open-air lifestyle and shopping center in East Cobb, Georgia, featuring a mix of retail stores, restaurants, and community gathering spaces.
  • A. Boulevard East
    Boulevard East is a scenic thoroughfare in New Jersey’s Hudson County known for its sweeping views of the Manhattan skyline and the Hudson River.
  • B. Steeles Avenue corridor
    The Steeles Avenue corridor is a major east–west arterial route in the Greater Toronto Area that serves as a key transit and development spine, including for Brampton’s Zum bus rapid transit service.
  • C. Aurora Avenue corridor
    The Aurora Avenue corridor is a major north–south transportation and commercial route in Seattle, Washington, encompassing the stretch of Aurora Avenue North and its associated infrastructure and neighborhoods.
  • D. Edgewood Avenue corridor
    The Edgewood Avenue corridor is a historically significant commercial and cultural strip in Atlanta known for its vibrant nightlife, street art, and proximity to the Sweet Auburn civil rights district.
  • E. Snelling Avenue corridor
    The Snelling Avenue corridor is a major urban thoroughfare in Saint Paul, Minnesota, serving as a key transit and commercial spine for surrounding neighborhoods.
  • 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_69d85cd7683881908d405c1b5d7b4f7f completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69dff7f86df48190b3a2cf441fefb477 completed April 15, 2026, 8:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69fea5cd4b6c8190aa9ff73d5be31864 completed May 9, 2026, 3:11 a.m.
NEDg Description generation batch_69fea8e838b4819091e0a3d099c49059 completed May 9, 2026, 3:24 a.m.
NED2 Entity disambiguation (via description) batch_69fea986e0dc8190a56e71288c6a7ef4 completed May 9, 2026, 3:27 a.m.
Created at: April 10, 2026, 3:02 a.m.