Triple

T5614790
Position Surface form Disambiguated ID Type / Status
Subject Lewisville Independent School District E147449 entity
Predicate serves P98 FINISHED
Object Castle Hills, Texas
Castle Hills, Texas is a small suburban city in the San Antonio metropolitan area known for its residential character and local governance separate from surrounding municipalities.
 E534702 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: Castle Hills, Texas | Statement: [Lewisville Independent School District, serves, Castle Hills, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Castle Hills, Texas
Context triple: [Lewisville Independent School District, serves, Castle Hills, Texas]
  • A. Forest Hill, Texas
    Forest Hill, Texas is a small suburban city in the Dallas–Fort Worth metropolitan area, located just southeast of downtown Fort Worth.
  • B. Richland Hills, Texas
    Richland Hills, Texas is a small suburban city in the Dallas–Fort Worth metropolitan area known primarily as a residential community.
  • C. Pecan Hill, Texas
    Pecan Hill, Texas is a small rural city located in Ellis County within the Dallas–Fort Worth metropolitan area.
  • D. Hilshire Village, Texas
    Hilshire Village, Texas is a small, affluent residential city located within the Memorial Villages area of the Houston metropolitan region.
  • E. Dalworthington Gardens, Texas
    Dalworthington Gardens, Texas is a small, affluent suburban city in the Dallas–Fort Worth metropolitan area known for its semi-rural character and residential communities.
  • 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: Castle Hills, Texas
Triple: [Lewisville Independent School District, serves, Castle Hills, Texas]
Generated description
Castle Hills, Texas is a small suburban city in the San Antonio metropolitan area known for its residential character and local governance separate from surrounding municipalities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Castle Hills, Texas
Target entity description: Castle Hills, Texas is a small suburban city in the San Antonio metropolitan area known for its residential character and local governance separate from surrounding municipalities.
  • A. Forest Hill, Texas
    Forest Hill, Texas is a small suburban city in the Dallas–Fort Worth metropolitan area, located just southeast of downtown Fort Worth.
  • B. Richland Hills, Texas
    Richland Hills, Texas is a small suburban city in the Dallas–Fort Worth metropolitan area known primarily as a residential community.
  • C. Pecan Hill, Texas
    Pecan Hill, Texas is a small rural city located in Ellis County within the Dallas–Fort Worth metropolitan area.
  • D. Hilshire Village, Texas
    Hilshire Village, Texas is a small, affluent residential city located within the Memorial Villages area of the Houston metropolitan region.
  • E. Dalworthington Gardens, Texas
    Dalworthington Gardens, Texas is a small, affluent suburban city in the Dallas–Fort Worth metropolitan area known for its semi-rural character and residential communities.
  • 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_69c00905d4588190bd967842bbcf2219 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c02123fa9081909086c9cce3f3e907 completed March 22, 2026, 5:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04d51c12c8190911fb9a0c0d234d8 completed March 22, 2026, 8:13 p.m.
NEDg Description generation batch_69c04e89b7c481908abae227d22cc814 completed March 22, 2026, 8:18 p.m.
NED2 Entity disambiguation (via description) batch_69c04f41b158819097f9ef536215e248 completed March 22, 2026, 8:21 p.m.
Created at: March 22, 2026, 3:39 p.m.