Triple

T15557221
Position Surface form Disambiguated ID Type / Status
Subject Estero, Florida E370900 entity
Predicate hasShoppingCenter P1495 FINISHED
Object Gulf Coast Town Center
Gulf Coast Town Center is a large open-air shopping and entertainment complex in Estero, Florida, featuring major retailers, restaurants, and entertainment venues.
E1164096 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: Gulf Coast Town Center | Statement: [Estero, Florida, hasShoppingCenter, Gulf Coast Town Center]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gulf Coast Town Center
Context triple: [Estero, Florida, hasShoppingCenter, Gulf Coast Town Center]
  • A. Orange Park Mall
    Orange Park Mall is a major regional shopping center in Orange Park, Florida, featuring a variety of retail stores, dining options, and entertainment venues.
  • B. Florida Mall
    Florida Mall is a large, popular shopping center in the Orlando area known for its wide variety of retail stores, dining options, and proximity to major tourist attractions.
  • C. Pearland Town Center
    Pearland Town Center is a large mixed-use lifestyle and retail complex in Pearland, Texas, featuring major stores, restaurants, offices, and public gathering spaces.
  • D. Coconut Point Mall
    Coconut Point Mall is a large open-air shopping and lifestyle center in Estero, Florida, featuring a mix of retail stores, restaurants, and entertainment options.
  • E. Southlake Mall
    Southlake Mall is a major regional shopping center located in Merrillville, Indiana, featuring a wide variety of retail stores, dining options, and services.
  • 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: Gulf Coast Town Center
Triple: [Estero, Florida, hasShoppingCenter, Gulf Coast Town Center]
Generated description
Gulf Coast Town Center is a large open-air shopping and entertainment complex in Estero, Florida, featuring major retailers, restaurants, and entertainment venues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gulf Coast Town Center
Target entity description: Gulf Coast Town Center is a large open-air shopping and entertainment complex in Estero, Florida, featuring major retailers, restaurants, and entertainment venues.
  • A. Orange Park Mall
    Orange Park Mall is a major regional shopping center in Orange Park, Florida, featuring a variety of retail stores, dining options, and entertainment venues.
  • B. Florida Mall
    Florida Mall is a large, popular shopping center in the Orlando area known for its wide variety of retail stores, dining options, and proximity to major tourist attractions.
  • C. Pearland Town Center
    Pearland Town Center is a large mixed-use lifestyle and retail complex in Pearland, Texas, featuring major stores, restaurants, offices, and public gathering spaces.
  • D. Coconut Point Mall
    Coconut Point Mall is a large open-air shopping and lifestyle center in Estero, Florida, featuring a mix of retail stores, restaurants, and entertainment options.
  • E. Southlake Mall
    Southlake Mall is a major regional shopping center located in Merrillville, Indiana, featuring a wide variety of retail stores, dining options, and services.
  • 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_69d85cc6cf40819091f4a5facee1ebe6 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04a97dbfc8190a98cbbac5e71ba88 completed April 16, 2026, 2:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff456427988190bddea01f5cb159d9 completed May 9, 2026, 2:32 p.m.
NEDg Description generation batch_69ff470492f48190852ede832157ed10 completed May 9, 2026, 2:39 p.m.
NED2 Entity disambiguation (via description) batch_69ff47e5647c81909b785a1212c4bc50 completed May 9, 2026, 2:42 p.m.
Created at: April 10, 2026, 4:09 a.m.