Triple
T3397628
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | the workshop of the world |
E71566
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object | Birmingham’s metal trades |
E225275
|
NE FINISHED |
How this triple was built (2 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’s metal trades | Statement: [the workshop of the world, relatedTo, Birmingham’s metal trades]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Birmingham’s metal trades Context triple: [the workshop of the world, relatedTo, Birmingham’s metal trades]
-
A.
Steel Town
Steel Town is a nickname for Youngstown, Ohio, reflecting its historic role as a major American steel-producing city.
-
B.
Birmingham Municipal Technical School
chosen
Birmingham Municipal Technical School was a vocational and technical education institution in Birmingham, England, that trained students in practical industrial and engineering skills.
-
C.
Birmingham city centre markets
Birmingham city centre markets are a historic cluster of indoor and outdoor markets in central Birmingham, England, known for their diverse fresh produce, textiles, and multicultural street trading.
-
D.
Mon Valley Works
Mon Valley Works is a large integrated steel production complex in Pennsylvania operated by United States Steel that manufactures a range of steel products for industrial and commercial use.
-
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.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ad85a9c4a88190a854019341cb3b60 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb8c4099081908a236376b4f86900 |
completed | March 8, 2026, 5:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b34bccebdc8190bbd5f2874d06a8a7 |
completed | March 12, 2026, 11:27 p.m. |
Created at: March 8, 2026, 3:14 p.m.