Triple

T8531324
Position Surface form Disambiguated ID Type / Status
Subject Pierce Bush E201956 entity
Predicate employer P7 FINISHED
Object Big Brothers Big Sisters Lone Star
Big Brothers Big Sisters Lone Star is a regional branch of the national Big Brothers Big Sisters mentoring organization, dedicated to pairing adult volunteers with children in Texas to support their personal and academic development.
E741776 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: Big Brothers Big Sisters Lone Star | Statement: [Pierce Bush, employer, Big Brothers Big Sisters Lone Star]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Big Brothers Big Sisters Lone Star
Context triple: [Pierce Bush, employer, Big Brothers Big Sisters Lone Star]
  • A. Northside Houston
    Northside Houston is a predominantly residential district in northern Houston, Texas, known for its historic neighborhoods, diverse communities, and growing transit-oriented development.
  • B. Houston–Galveston Area Council
    The Houston–Galveston Area Council is a regional planning and coordination agency that brings together local governments in the greater Houston area to address transportation, environmental, economic development, and other intergovernmental issues.
  • C. Bellaire, Texas
    Bellaire, Texas is an independent city within the Houston metropolitan area known for its residential neighborhoods, strong public schools, and proximity to major employment centers.
  • D. Royse City ISD Early Childhood Center
    Royse City ISD Early Childhood Center is an early learning school within the Royse City Independent School District that provides foundational education and development programs for young children.
  • E. Boys & Girls Clubs of America
    Boys & Girls Clubs of America is a national nonprofit organization that provides after-school programs and supportive services for young people, particularly in underserved communities across the United States.
  • 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: Big Brothers Big Sisters Lone Star
Triple: [Pierce Bush, employer, Big Brothers Big Sisters Lone Star]
Generated description
Big Brothers Big Sisters Lone Star is a regional branch of the national Big Brothers Big Sisters mentoring organization, dedicated to pairing adult volunteers with children in Texas to support their personal and academic development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Big Brothers Big Sisters Lone Star
Target entity description: Big Brothers Big Sisters Lone Star is a regional branch of the national Big Brothers Big Sisters mentoring organization, dedicated to pairing adult volunteers with children in Texas to support their personal and academic development.
  • A. Northside Houston
    Northside Houston is a predominantly residential district in northern Houston, Texas, known for its historic neighborhoods, diverse communities, and growing transit-oriented development.
  • B. Houston–Galveston Area Council
    The Houston–Galveston Area Council is a regional planning and coordination agency that brings together local governments in the greater Houston area to address transportation, environmental, economic development, and other intergovernmental issues.
  • C. Bellaire, Texas
    Bellaire, Texas is an independent city within the Houston metropolitan area known for its residential neighborhoods, strong public schools, and proximity to major employment centers.
  • D. Royse City ISD Early Childhood Center
    Royse City ISD Early Childhood Center is an early learning school within the Royse City Independent School District that provides foundational education and development programs for young children.
  • E. Boys & Girls Clubs of America
    Boys & Girls Clubs of America is a national nonprofit organization that provides after-school programs and supportive services for young people, particularly in underserved communities across the United States.
  • 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_69ca83228b24819085d22e7dc99f5d94 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe67546248190b359c845c0161ad3 completed March 31, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce6d68d14c81908bde8ca0113f9503 completed April 2, 2026, 1:21 p.m.
NEDg Description generation batch_69ce6ec1e74081908fc235ffd13ef301 completed April 2, 2026, 1:27 p.m.
NED2 Entity disambiguation (via description) batch_69ce6fe13a00819095f5bec408435426 completed April 2, 2026, 1:32 p.m.
Created at: March 30, 2026, 6:17 p.m.