Triple
T27740772
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Copperbelt mining towns |
E701846
|
entity |
| Predicate | laborDemandFrom |
P10129
|
FINISHED |
| Object | mining companies |
—
|
LITERAL 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: mining companies | Statement: [Copperbelt mining towns, laborDemandFrom, mining companies]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: laborDemandFrom Context triple: [Copperbelt mining towns, laborDemandFrom, mining companies]
-
A.
laborProvision
chosen
Indicates the provision or supply of labor or workforce from one party to another for work or services.
-
B.
laborMarket
Indicates the relationship between workers seeking jobs and employers offering positions, including how wages, employment levels, and working conditions are determined through their interaction.
-
C.
laborMarketUsage
Indicates how an entity utilizes, participates in, or depends on the labor market for work, hiring, or employment-related activities.
-
D.
demandsToWorkWith
Indicates that one entity insists on or requires collaborating or being assigned to work with another specific entity.
-
E.
demand
Indicates that one entity requests or insists that another entity provide something or perform an action, often with an expectation of compliance.
- F. None of above.
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_69ef6a53c7388190899baa6daf42301c |
completed | April 27, 2026, 1:53 p.m. |
| NER | Named-entity recognition | batch_69f636a3e420819088512ed116c3b34d |
completed | May 2, 2026, 5:38 p.m. |
| PD | Predicate disambiguation | batch_69f63188e7408190af8ce8b93d128c63 |
completed | May 2, 2026, 5:16 p.m. |
Created at: April 27, 2026, 4:10 p.m.