Triple

T9938200
Position Surface form Disambiguated ID Type / Status
Subject Southlake, Texas E194007 entity
Predicate shoppingCenter P16039 FINISHED
Object Southlake Town Square
Southlake Town Square is an upscale, open-air mixed-use development in Southlake, Texas, featuring retail, dining, offices, and community gathering spaces designed as a walkable downtown.
E830925 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: Southlake Town Square | Statement: [Southlake, Texas, shoppingCenter, Southlake Town Square]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Southlake Town Square
Context triple: [Southlake, Texas, shoppingCenter, Southlake Town Square]
  • A. 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.
  • B. The Shops at Highland Village
    The Shops at Highland Village is an upscale open-air shopping, dining, and entertainment center serving as a major retail destination in Highland Village, Texas.
  • C. H-E-B Center at Cedar Park
    H-E-B Center at Cedar Park is a multi-purpose indoor arena in Cedar Park, Texas, primarily used for basketball and other sporting and entertainment events.
  • D. The Woodlands Mall
    The Woodlands Mall is a large, upscale shopping center in The Woodlands, Texas, featuring major department stores, popular retail brands, dining, and entertainment options.
  • E. Riverchase Galleria
    Riverchase Galleria is a large, multi-level shopping mall and commercial complex in Hoover, Alabama, known as one of the major retail and entertainment destinations in the Birmingham–Hoover metropolitan area.
  • 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: Southlake Town Square
Triple: [Southlake, Texas, shoppingCenter, Southlake Town Square]
Generated description
Southlake Town Square is an upscale, open-air mixed-use development in Southlake, Texas, featuring retail, dining, offices, and community gathering spaces designed as a walkable downtown.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Southlake Town Square
Target entity description: Southlake Town Square is an upscale, open-air mixed-use development in Southlake, Texas, featuring retail, dining, offices, and community gathering spaces designed as a walkable downtown.
  • A. 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.
  • B. The Shops at Highland Village
    The Shops at Highland Village is an upscale open-air shopping, dining, and entertainment center serving as a major retail destination in Highland Village, Texas.
  • C. H-E-B Center at Cedar Park
    H-E-B Center at Cedar Park is a multi-purpose indoor arena in Cedar Park, Texas, primarily used for basketball and other sporting and entertainment events.
  • D. The Woodlands Mall
    The Woodlands Mall is a large, upscale shopping center in The Woodlands, Texas, featuring major department stores, popular retail brands, dining, and entertainment options.
  • E. Riverchase Galleria
    Riverchase Galleria is a large, multi-level shopping mall and commercial complex in Hoover, Alabama, known as one of the major retail and entertainment destinations in the Birmingham–Hoover metropolitan area.
  • 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_69ca82e409348190a393777356b80a2a completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb5e64760819094f599f158d32f33 completed April 2, 2026, 12:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69d228f259b081909ce8a90ec1adad0d completed April 5, 2026, 9:18 a.m.
NEDg Description generation batch_69d22a78819481908ccff34730464f19 completed April 5, 2026, 9:25 a.m.
NED2 Entity disambiguation (via description) batch_69d22b0fea588190a4928c361c2367ca completed April 5, 2026, 9:27 a.m.
Created at: March 30, 2026, 8:44 p.m.