Triple

T8206536
Position Surface form Disambiguated ID Type / Status
Subject Birmingham Edgbaston E191701 entity
Predicate predecessor P97 FINISHED
Object Birmingham (UK Parliament constituency)
Birmingham (UK Parliament constituency) was a former parliamentary borough in the United Kingdom that represented the rapidly industrializing city of Birmingham in the House of Commons during the 19th century.
E515159 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: Birmingham (UK Parliament constituency) | Statement: [Birmingham Edgbaston, predecessor, Birmingham (UK Parliament constituency)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Birmingham (UK Parliament constituency)
Context triple: [Birmingham Edgbaston, predecessor, Birmingham (UK Parliament constituency)]
  • A. Birmingham Perry Barr constituency
    Birmingham Perry Barr constituency is a UK parliamentary seat in the city of Birmingham that includes areas such as Handsworth and elects a Member of Parliament to the House of Commons.
  • 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. Buckingham (UK Parliament constituency)
    Buckingham (UK Parliament constituency) is a former UK parliamentary seat in Buckinghamshire, historically notable for being represented by the Speaker of the House of Commons.
  • D. Birmingham City Council
    Birmingham City Council is the elected legislative body responsible for setting policy, passing ordinances, and overseeing municipal governance for the city of Birmingham, Alabama.
  • E. Birmingham City Council
    Birmingham City Council is the local government authority responsible for providing public services and administration for the city of Birmingham, England.
  • 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: Birmingham (UK Parliament constituency)
Triple: [Birmingham Edgbaston, predecessor, Birmingham (UK Parliament constituency)]
Generated description
Birmingham (UK Parliament constituency) was a former parliamentary borough in the United Kingdom that represented the rapidly industrializing city of Birmingham in the House of Commons during the 19th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Birmingham (UK Parliament constituency)
Target entity description: Birmingham (UK Parliament constituency) was a former parliamentary borough in the United Kingdom that represented the rapidly industrializing city of Birmingham in the House of Commons during the 19th century.
  • A. Birmingham Perry Barr constituency
    Birmingham Perry Barr constituency is a UK parliamentary seat in the city of Birmingham that includes areas such as Handsworth and elects a Member of Parliament to the House of Commons.
  • B. Birmingham West chosen
    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. Buckingham (UK Parliament constituency)
    Buckingham (UK Parliament constituency) is a former UK parliamentary seat in Buckinghamshire, historically notable for being represented by the Speaker of the House of Commons.
  • D. Birmingham City Council
    Birmingham City Council is the elected legislative body responsible for setting policy, passing ordinances, and overseeing municipal governance for the city of Birmingham, Alabama.
  • E. Birmingham City Council
    Birmingham City Council is the local government authority responsible for providing public services and administration for the city of Birmingham, England.
  • F. None of above.

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_69ca82c7f3e08190857bf1fc63b2a10c completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb726b520081908ce4a03bd14dfcdf completed March 31, 2026, 7:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccedd27bc08190a8109217069a8978 completed April 1, 2026, 10:05 a.m.
NEDg Description generation batch_69ccf1ba74548190831677bb126bea1a completed April 1, 2026, 10:21 a.m.
NED2 Entity disambiguation (via description) batch_69cd05c2059081908bd04ee4722f9aad completed April 1, 2026, 11:47 a.m.
Created at: March 30, 2026, 5:43 p.m.