Triple

T13124877
Position Surface form Disambiguated ID Type / Status
Subject Lake Dallas Independent School District E311818 entity
Predicate servesCommunity P82 FINISHED
Object Shady Shores, Texas
Shady Shores, Texas is a small lakeside town in Denton County known for its residential, community-oriented character along the shores of Lewisville Lake.
E1022347 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: Shady Shores, Texas | Statement: [Lake Dallas Independent School District, servesCommunity, Shady Shores, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shady Shores, Texas
Context triple: [Lake Dallas Independent School District, servesCommunity, Shady Shores, Texas]
  • A. Riverside Shores, Texas
    Riverside Shores, Texas is a small unincorporated lakeside community located in Walker County in East Texas.
  • B. Rosharon, Texas
    Rosharon, Texas is a small unincorporated community in Brazoria County that functions as an exurban area within the greater Houston metropolitan region.
  • C. Van Alstyne, Texas
    Van Alstyne, Texas is a small North Texas city known for its historic downtown, rural charm, and growing role as a bedroom community between Sherman and the Dallas–Fort Worth metroplex.
  • D. Mount Pleasant, Texas
    Mount Pleasant, Texas is a small city in northeastern Texas that serves as a regional commercial and cultural hub within the Ark-La-Tex area.
  • E. Hideaway, Texas
    Hideaway, Texas is a small, gated residential community and retirement-oriented town located within the Tyler metropolitan area in East Texas.
  • 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: Shady Shores, Texas
Triple: [Lake Dallas Independent School District, servesCommunity, Shady Shores, Texas]
Generated description
Shady Shores, Texas is a small lakeside town in Denton County known for its residential, community-oriented character along the shores of Lewisville Lake.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shady Shores, Texas
Target entity description: Shady Shores, Texas is a small lakeside town in Denton County known for its residential, community-oriented character along the shores of Lewisville Lake.
  • A. Riverside Shores, Texas
    Riverside Shores, Texas is a small unincorporated lakeside community located in Walker County in East Texas.
  • B. Rosharon, Texas
    Rosharon, Texas is a small unincorporated community in Brazoria County that functions as an exurban area within the greater Houston metropolitan region.
  • C. Van Alstyne, Texas
    Van Alstyne, Texas is a small North Texas city known for its historic downtown, rural charm, and growing role as a bedroom community between Sherman and the Dallas–Fort Worth metroplex.
  • D. Mount Pleasant, Texas
    Mount Pleasant, Texas is a small city in northeastern Texas that serves as a regional commercial and cultural hub within the Ark-La-Tex area.
  • E. Hideaway, Texas
    Hideaway, Texas is a small, gated residential community and retirement-oriented town located within the Tyler metropolitan area in East Texas.
  • 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_69d806a9fe888190b081e2d9ea665d6c completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d9819946808190b41335fb1054accd completed April 10, 2026, 11:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6e28bdd6881909d01e550e99267e1 completed May 3, 2026, 5:52 a.m.
NEDg Description generation batch_69f6e383dd8c8190872304c99b753152 completed May 3, 2026, 5:56 a.m.
NED2 Entity disambiguation (via description) batch_69f6e47b052c8190a6f6ca5a6bd210f5 completed May 3, 2026, 6 a.m.
Created at: April 9, 2026, 9:07 p.m.