Triple

T13580479
Position Surface form Disambiguated ID Type / Status
Subject Northfield E324400 entity
Predicate locatedInRegion P40 FINISHED
Object South West Birmingham
South West Birmingham is a suburban area of the city of Birmingham, England, encompassing districts such as Northfield and characterized by residential neighborhoods and local commercial centers.
E1049087 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: South West Birmingham | Statement: [Northfield, locatedInRegion, South West Birmingham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: South West Birmingham
Context triple: [Northfield, locatedInRegion, South West Birmingham]
  • A. South Birmingham
    South Birmingham is a suburban area of Birmingham, England, encompassing residential neighborhoods and local centers connected to the city by routes such as Kings Norton railway station.
  • B. Birmingham West
    Birmingham West was a former UK parliamentary constituency in the city of Birmingham, England, represented in the House of Commons during the late 19th and early 20th centuries.
  • C. Greater Birmingham and Solihull
    Greater Birmingham and Solihull is a major urban and economic area in England centered on Birmingham and the nearby town of Solihull, forming a key hub for business, transport, and regional development.
  • D. Westside, Birmingham
    Westside, Birmingham is a central district of Birmingham, England, known for its canals, nightlife, cultural venues, and major entertainment and business developments.
  • E. Birmingham District
    The Birmingham District is a historically significant industrial region in Alabama known for its rich coal, iron ore, and limestone resources that fueled major steel and iron production.
  • 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: South West Birmingham
Triple: [Northfield, locatedInRegion, South West Birmingham]
Generated description
South West Birmingham is a suburban area of the city of Birmingham, England, encompassing districts such as Northfield and characterized by residential neighborhoods and local commercial centers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: South West Birmingham
Target entity description: South West Birmingham is a suburban area of the city of Birmingham, England, encompassing districts such as Northfield and characterized by residential neighborhoods and local commercial centers.
  • A. South Birmingham
    South Birmingham is a suburban area of Birmingham, England, encompassing residential neighborhoods and local centers connected to the city by routes such as Kings Norton railway station.
  • B. Birmingham West
    Birmingham West was a former UK parliamentary constituency in the city of Birmingham, England, represented in the House of Commons during the late 19th and early 20th centuries.
  • C. Greater Birmingham and Solihull
    Greater Birmingham and Solihull is a major urban and economic area in England centered on Birmingham and the nearby town of Solihull, forming a key hub for business, transport, and regional development.
  • D. Westside, Birmingham
    Westside, Birmingham is a central district of Birmingham, England, known for its canals, nightlife, cultural venues, and major entertainment and business developments.
  • E. Birmingham District
    The Birmingham District is a historically significant industrial region in Alabama known for its rich coal, iron ore, and limestone resources that fueled major steel and iron production.
  • 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_69d80769100c819099111274614f5ed2 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbb03052088190a2b68c106059828e completed April 12, 2026, 2:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f76bbdb2d0819089f094e57dde28cf completed May 3, 2026, 3:37 p.m.
NEDg Description generation batch_69f77641e5308190a75bcffeb9bfd7b4 completed May 3, 2026, 4:22 p.m.
NED2 Entity disambiguation (via description) batch_69f7792110e48190a29b6e89c6ebcc03 completed May 3, 2026, 4:34 p.m.
Created at: April 9, 2026, 9:48 p.m.