Triple
T12712142
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ota industrial corridor |
E303744
|
entity |
| Predicate | laborDemand |
P10129
|
FINISHED |
| Object | skilled industrial workforce |
—
|
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: skilled industrial workforce | Statement: [Ota industrial corridor, laborDemand, skilled industrial workforce]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: laborDemand Context triple: [Ota industrial corridor, laborDemand, skilled industrial workforce]
-
A.
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.
-
B.
laborProvision
chosen
Indicates the provision or supply of labor or workforce from one party to another for work or services.
-
C.
labour
Indicates that an entity performs work or exerts effort, typically in a productive, economic, or physical context, often for another entity or purpose.
-
D.
sharesLaborMarketWith
Indicates that two entities operate within the same or substantially overlapping labor market, drawing from and competing for a similar pool of workers.
-
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_69d7bdf084148190ab9d513dc0735af4 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96208fa6481909d6fd43654752a2d |
completed | April 10, 2026, 8:48 p.m. |
| PD | Predicate disambiguation | batch_69d960c088dc8190b0e63312c54e4c6c |
completed | April 10, 2026, 8:42 p.m. |
Created at: April 9, 2026, 5:23 p.m.