Triple
T2023818
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Joseph Smith |
E44163
|
entity |
| Predicate | education |
P5
|
FINISHED |
| Object |
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.
|
E225275
|
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 Technical School | Statement: [Joseph Smith, education, Birmingham Municipal Technical School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Birmingham Municipal Technical School Context triple: [Joseph Smith, education, Birmingham Municipal Technical School]
-
A.
Sheffield Technical School
Sheffield Technical School was a former technical education institution in Sheffield, England, that later became part of the University of Sheffield.
-
B.
Blackburn College
Blackburn College is a small liberal arts college in Carlinville, Illinois, known for its student-managed work program that helps make education more affordable.
-
C.
Stockport College
Stockport College is a further and higher education institution in Stockport, Greater Manchester, offering a range of vocational courses, apprenticeships, and degree-level programs.
-
D.
Carnegie Technical Schools
Carnegie Technical Schools was the early 20th-century technical institute founded by Andrew Carnegie in Pittsburgh that later evolved into part of Carnegie Mellon University.
-
E.
Queen's College, Birmingham
Queen's College, Birmingham was a 19th-century higher education institution in Birmingham, England, that evolved through mergers and reforms into what is now the University of Birmingham.
- 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 Technical School Triple: [Joseph Smith, education, Birmingham Municipal Technical School]
Generated description
Birmingham Municipal Technical School was a vocational and technical education institution in Birmingham, England, that trained students in practical industrial and engineering skills.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Birmingham Municipal Technical School Target entity description: Birmingham Municipal Technical School was a vocational and technical education institution in Birmingham, England, that trained students in practical industrial and engineering skills.
-
A.
Sheffield Technical School
Sheffield Technical School was a former technical education institution in Sheffield, England, that later became part of the University of Sheffield.
-
B.
Blackburn College
Blackburn College is a small liberal arts college in Carlinville, Illinois, known for its student-managed work program that helps make education more affordable.
-
C.
Stockport College
Stockport College is a further and higher education institution in Stockport, Greater Manchester, offering a range of vocational courses, apprenticeships, and degree-level programs.
-
D.
Carnegie Technical Schools
Carnegie Technical Schools was the early 20th-century technical institute founded by Andrew Carnegie in Pittsburgh that later evolved into part of Carnegie Mellon University.
-
E.
Queen's College, Birmingham
Queen's College, Birmingham was a 19th-century higher education institution in Birmingham, England, that evolved through mergers and reforms into what is now the University of Birmingham.
- 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_69a8891201bc8190aca837be6de41579 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abb8f1728481909ae36e821b9edef2 |
completed | March 7, 2026, 5:34 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae0afa82ac81908c3e3c60c5721536 |
completed | March 8, 2026, 11:49 p.m. |
| NEDg | Description generation | batch_69ae0b8bd2bc8190a6f16519f3f6e924 |
completed | March 8, 2026, 11:51 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae0bf5364c8190bffbbd211a5e11a6 |
completed | March 8, 2026, 11:53 p.m. |
Created at: March 4, 2026, 7:38 p.m.