Triple

T3628087
Position Surface form Disambiguated ID Type / Status
Subject McLennan County E76887 entity
Predicate contains P35 FINISHED
Object Beverly Hills, Texas
Beverly Hills, Texas is a small incorporated city in central Texas that functions as a suburb of Waco within the Waco metropolitan area.
 E378242 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: Beverly Hills, Texas | Statement: [McLennan County, contains, Beverly Hills, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Beverly Hills, Texas
Context triple: [McLennan County, contains, Beverly Hills, Texas]
  • A. Haltom City, Texas
    Haltom City, Texas is a suburban city in the Dallas–Fort Worth metropolitan area known for its residential communities and proximity to Fort Worth.
  • B. Pasadena, Texas
    Pasadena, Texas is a large industrial and residential city in the Houston metropolitan area known for its petrochemical industry and proximity to the Houston Ship Channel.
  • C. Grand Prairie
    Grand Prairie is a mid-sized suburban city in the Dallas–Fort Worth metropolitan area known for its family attractions, parks, and growing residential communities.
  • D. Sugar Land, Texas
    Sugar Land, Texas is a rapidly growing, affluent suburban city in the Houston metropolitan area known for its master-planned communities and strong local economy.
  • E. Pearland, Texas
    Pearland, Texas is a rapidly growing suburban city in the Houston metropolitan area known for its family-friendly neighborhoods and diverse community.
  • 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: Beverly Hills, Texas
Triple: [McLennan County, contains, Beverly Hills, Texas]
Generated description
Beverly Hills, Texas is a small incorporated city in central Texas that functions as a suburb of Waco within the Waco metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Beverly Hills, Texas
Target entity description: Beverly Hills, Texas is a small incorporated city in central Texas that functions as a suburb of Waco within the Waco metropolitan area.
  • A. Haltom City, Texas
    Haltom City, Texas is a suburban city in the Dallas–Fort Worth metropolitan area known for its residential communities and proximity to Fort Worth.
  • B. Pasadena, Texas
    Pasadena, Texas is a large industrial and residential city in the Houston metropolitan area known for its petrochemical industry and proximity to the Houston Ship Channel.
  • C. Grand Prairie
    Grand Prairie is a mid-sized suburban city in the Dallas–Fort Worth metropolitan area known for its family attractions, parks, and growing residential communities.
  • D. Sugar Land, Texas
    Sugar Land, Texas is a rapidly growing, affluent suburban city in the Houston metropolitan area known for its master-planned communities and strong local economy.
  • E. Pearland, Texas
    Pearland, Texas is a rapidly growing suburban city in the Houston metropolitan area known for its family-friendly neighborhoods and diverse community.
  • 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_69ad85dc03948190b35b7189e4175bcc completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc2ddccc881909ae13dca3dd8a11d completed March 8, 2026, 6:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4882f7f7c8190933b1c358df818ef completed March 13, 2026, 9:57 p.m.
NEDg Description generation batch_69b48e1e32ac8190abfa73b682587ef6 completed March 13, 2026, 10:22 p.m.
NED2 Entity disambiguation (via description) batch_69b4b7145a908190892879366db7bb34 completed March 14, 2026, 1:17 a.m.
Created at: March 8, 2026, 3:23 p.m.