Triple

T5355610
Position Surface form Disambiguated ID Type / Status
Subject Williamson County, Texas E102681 entity
Predicate contains P35 FINISHED
Object Liberty Hill, Texas
Liberty Hill, Texas is a small but rapidly growing city in the Texas Hill Country northwest of Austin, known for its rural charm, strong public schools, and family-oriented community.
 E547197 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: Liberty Hill, Texas | Statement: [Williamson County, Texas, contains, Liberty Hill, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Liberty Hill, Texas
Context triple: [Williamson County, Texas, contains, Liberty Hill, Texas]
  • A. Liberty, Texas
    Liberty, Texas is a small historic city in Southeast Texas that serves as the county seat of Liberty County within the Greater Houston metropolitan area.
  • B. 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.
  • C. Richland Hills, Texas
    Richland Hills, Texas is a small suburban city in the Dallas–Fort Worth metropolitan area known primarily as a residential community.
  • D. Pecan Hill, Texas
    Pecan Hill, Texas is a small rural city located in Ellis County within the Dallas–Fort Worth metropolitan area.
  • 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: Liberty Hill, Texas
Triple: [Williamson County, Texas, contains, Liberty Hill, Texas]
Generated description
Liberty Hill, Texas is a small but rapidly growing city in the Texas Hill Country northwest of Austin, known for its rural charm, strong public schools, and family-oriented community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Liberty Hill, Texas
Target entity description: Liberty Hill, Texas is a small but rapidly growing city in the Texas Hill Country northwest of Austin, known for its rural charm, strong public schools, and family-oriented community.
  • A. Liberty, Texas
    Liberty, Texas is a small historic city in Southeast Texas that serves as the county seat of Liberty County within the Greater Houston metropolitan area.
  • B. 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.
  • C. Richland Hills, Texas
    Richland Hills, Texas is a small suburban city in the Dallas–Fort Worth metropolitan area known primarily as a residential community.
  • D. Pecan Hill, Texas
    Pecan Hill, Texas is a small rural city located in Ellis County within the Dallas–Fort Worth metropolitan area.
  • 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_69bd43d8f7248190b64c140734b5c9a8 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd862f0ea48190bec78690ab3bee51 completed March 20, 2026, 5:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69c097af51508190a1eb69f188a7dcb6 completed March 23, 2026, 1:30 a.m.
NEDg Description generation batch_69c098ba92408190b61b115540fce941 completed March 23, 2026, 1:34 a.m.
NED2 Entity disambiguation (via description) batch_69c099b4bc4481909e7cf6886e5ccbea completed March 23, 2026, 1:39 a.m.
Created at: March 20, 2026, 2:01 p.m.