Triple
T18543704
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Soho, Birmingham |
E453166
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Birmingham industrial district
The Birmingham industrial district is a historic manufacturing area in Birmingham, England, known for its dense concentration of factories, workshops, and metalworking industries that drove the city’s growth during the Industrial Revolution.
|
E1330475
|
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 industrial district | Statement: [Soho, Birmingham, partOf, Birmingham industrial district]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Birmingham industrial district Context triple: [Soho, Birmingham, partOf, Birmingham industrial district]
-
A.
Kent Industrial District
The Kent Industrial District is a historic area in Kent, Ohio, that preserves the city’s early industrial and manufacturing heritage along the Cuyahoga River.
-
B.
Manchester millyard
Manchester millyard is a historic industrial district in Manchester, New Hampshire, known for its extensive 19th-century brick mill complexes that once formed one of the world’s largest textile manufacturing centers.
-
C.
West Bromwich
West Bromwich is a large industrial town in the West Midlands of England, historically known for its manufacturing heritage and home to the football club West Bromwich Albion.
-
D.
Birmingham Jewellery Quarter
Birmingham Jewellery Quarter is a historic district in Birmingham, England, renowned for its dense concentration of jewellery workshops, heritage architecture, and role as a major center of the British jewellery trade.
-
E.
Birmingham city centre
Birmingham city centre is the main commercial, retail, and cultural hub of Birmingham, England, known for its shopping districts, business quarters, and major transport links.
- 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 industrial district Triple: [Soho, Birmingham, partOf, Birmingham industrial district]
Generated description
The Birmingham industrial district is a historic manufacturing area in Birmingham, England, known for its dense concentration of factories, workshops, and metalworking industries that drove the city’s growth during the Industrial Revolution.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Birmingham industrial district Target entity description: The Birmingham industrial district is a historic manufacturing area in Birmingham, England, known for its dense concentration of factories, workshops, and metalworking industries that drove the city’s growth during the Industrial Revolution.
-
A.
Kent Industrial District
The Kent Industrial District is a historic area in Kent, Ohio, that preserves the city’s early industrial and manufacturing heritage along the Cuyahoga River.
-
B.
Manchester millyard
Manchester millyard is a historic industrial district in Manchester, New Hampshire, known for its extensive 19th-century brick mill complexes that once formed one of the world’s largest textile manufacturing centers.
-
C.
West Bromwich
West Bromwich is a large industrial town in the West Midlands of England, historically known for its manufacturing heritage and home to the football club West Bromwich Albion.
-
D.
Birmingham Jewellery Quarter
Birmingham Jewellery Quarter is a historic district in Birmingham, England, renowned for its dense concentration of jewellery workshops, heritage architecture, and role as a major center of the British jewellery trade.
-
E.
Birmingham city centre
Birmingham city centre is the main commercial, retail, and cultural hub of Birmingham, England, known for its shopping districts, business quarters, and major transport links.
- 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_69d8d388b0c881908e610a1c45b52640 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e534b935c48190a34b17eeae4fd583 |
completed | April 19, 2026, 8:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a049adb7e6c8190b497dc69453194fd |
completed | May 13, 2026, 3:38 p.m. |
| NEDg | Description generation | batch_6a049c5527b08190ad1e42668c4ca959 |
completed | May 13, 2026, 3:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a049ccb59108190870c11bd11949f3b |
completed | May 13, 2026, 3:46 p.m. |
Created at: April 10, 2026, 11:38 a.m.