Triple

T9361045
Position Surface form Disambiguated ID Type / Status
Subject Birmingham Municipal Technical School E225275 entity
Predicate partOf P40 FINISHED
Object Birmingham municipal education system
The Birmingham municipal education system is the network of publicly administered schools and colleges in Birmingham, England, responsible for providing technical, primary, secondary, and further education across the city.
 E794161 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 municipal education system | Statement: [Birmingham Municipal Technical School, partOf, Birmingham municipal education system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Birmingham municipal education system
Context triple: [Birmingham Municipal Technical School, partOf, Birmingham municipal education system]
  • A. Birmingham Public Schools
    Birmingham Public Schools is a public school district in Michigan serving students in Birmingham and parts of several neighboring communities, including Southfield.
  • B. Birmingham Board of Education
    The Birmingham Board of Education is the public school district authority responsible for overseeing and managing public education in Birmingham, Alabama.
  • C. Birmingham Municipal Technical School
    Birmingham Municipal Technical School was a vocational and technical education institution in Birmingham, England, that trained students in practical industrial and engineering skills.
  • D. Foundation of the Schools of King Edward VI in Birmingham
    The Foundation of the Schools of King Edward VI in Birmingham is an educational charity that oversees and supports a group of selective and independent schools in and around Birmingham, England.
  • E. Birmingham Falls Elementary School
    Birmingham Falls Elementary School is a public elementary school serving young students in the Milton, Georgia area.
  • 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 municipal education system
Triple: [Birmingham Municipal Technical School, partOf, Birmingham municipal education system]
Generated description
The Birmingham municipal education system is the network of publicly administered schools and colleges in Birmingham, England, responsible for providing technical, primary, secondary, and further education across the city.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Birmingham municipal education system
Target entity description: The Birmingham municipal education system is the network of publicly administered schools and colleges in Birmingham, England, responsible for providing technical, primary, secondary, and further education across the city.
  • A. Birmingham Public Schools
    Birmingham Public Schools is a public school district in Michigan serving students in Birmingham and parts of several neighboring communities, including Southfield.
  • B. Birmingham Board of Education
    The Birmingham Board of Education is the public school district authority responsible for overseeing and managing public education in Birmingham, Alabama.
  • C. Birmingham Municipal Technical School
    Birmingham Municipal Technical School was a vocational and technical education institution in Birmingham, England, that trained students in practical industrial and engineering skills.
  • D. Foundation of the Schools of King Edward VI in Birmingham
    The Foundation of the Schools of King Edward VI in Birmingham is an educational charity that oversees and supports a group of selective and independent schools in and around Birmingham, England.
  • E. Birmingham Falls Elementary School
    Birmingham Falls Elementary School is a public elementary school serving young students in the Milton, Georgia area.
  • 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_69ca842bdd648190904131d58620d448 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd4ff4268c819099dd5fe79d93e7ea completed April 1, 2026, 5:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69d0f3e27cac8190a48393fa4bdff6b8 completed April 4, 2026, 11:20 a.m.
NEDg Description generation batch_69d0f60136408190a9d629d9fc0e7d9c completed April 4, 2026, 11:29 a.m.
NED2 Entity disambiguation (via description) batch_69d0f65fb4e0819090b88e39485be235 completed April 4, 2026, 11:30 a.m.
Created at: March 30, 2026, 7:42 p.m.