Triple

T13010447
Position Surface form Disambiguated ID Type / Status
Subject Birmingham city centre E322395 entity
Predicate hasPart P35 FINISHED
Object Gay Village, Birmingham
Gay Village, Birmingham is a vibrant LGBTQ+ district near Birmingham city centre known for its bars, clubs, and inclusive nightlife.
E1015405 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: Gay Village, Birmingham | Statement: [Birmingham city centre, hasPart, Gay Village, Birmingham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gay Village, Birmingham
Context triple: [Birmingham city centre, hasPart, Gay Village, Birmingham]
  • A. Birmingham Moor Street
    Birmingham Moor Street is a central railway station in Birmingham, England, known for its restored Edwardian architecture and services on regional and commuter routes.
  • B. Birmingham Hall Green
    Birmingham Hall Green is a suburban parliamentary constituency in the south of Birmingham, England, known for its residential character and diverse communities.
  • C. Summer Lane, Birmingham
    Summer Lane in Birmingham is a historic inner-city street and district known for its 19th-century urban development and former industrial and institutional sites.
  • D. Selly Oak
    Selly Oak is a suburban area of Birmingham, England, known for its residential neighborhoods, local shopping amenities, and proximity to the University of Birmingham.
  • E. Birmingham Hodge Hill
    Birmingham Hodge Hill is a parliamentary constituency and urban area in the east of Birmingham, England, encompassing diverse residential districts and local commercial centers.
  • 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: Gay Village, Birmingham
Triple: [Birmingham city centre, hasPart, Gay Village, Birmingham]
Generated description
Gay Village, Birmingham is a vibrant LGBTQ+ district near Birmingham city centre known for its bars, clubs, and inclusive nightlife.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gay Village, Birmingham
Target entity description: Gay Village, Birmingham is a vibrant LGBTQ+ district near Birmingham city centre known for its bars, clubs, and inclusive nightlife.
  • A. Birmingham Moor Street
    Birmingham Moor Street is a central railway station in Birmingham, England, known for its restored Edwardian architecture and services on regional and commuter routes.
  • B. Birmingham Hall Green
    Birmingham Hall Green is a suburban parliamentary constituency in the south of Birmingham, England, known for its residential character and diverse communities.
  • C. Summer Lane, Birmingham
    Summer Lane in Birmingham is a historic inner-city street and district known for its 19th-century urban development and former industrial and institutional sites.
  • D. Selly Oak
    Selly Oak is a suburban area of Birmingham, England, known for its residential neighborhoods, local shopping amenities, and proximity to the University of Birmingham.
  • E. Birmingham Hodge Hill
    Birmingham Hodge Hill is a parliamentary constituency and urban area in the east of Birmingham, England, encompassing diverse residential districts and local commercial centers.
  • 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_69d807657e8c8190bd9435ee2f823845 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e9e14b88190a2cee8e0c9bf31c8 completed April 10, 2026, 10:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6c10d5b9881909db688c1ab0e6a77 completed May 3, 2026, 3:29 a.m.
NEDg Description generation batch_69f6c277e6248190870b3bf9869716a7 completed May 3, 2026, 3:35 a.m.
NED2 Entity disambiguation (via description) batch_69f6c38bc0b08190b76cb0853d99ad82 completed May 3, 2026, 3:39 a.m.
Created at: April 9, 2026, 8:49 p.m.