Triple
T23040261
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kelly Services headquarters |
E573713
|
entity |
| Predicate | associatedCompany |
P629
|
FINISHED |
| Object | Kelly Services |
—
|
NE NERFINISHED |
How this triple was built (3 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: Kelly Services | Statement: [Kelly Services headquarters, associatedCompany, Kelly Services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kelly Services Context triple: [Kelly Services headquarters, associatedCompany, Kelly Services]
-
A.
Kinney National Services
Kinney National Services was a diversified American holding company that became the corporate predecessor to Warner Communications under media executive Steve Ross.
-
B.
ManpowerGroup
ManpowerGroup is a global workforce solutions and staffing services company that provides recruitment, talent management, and outsourcing services to businesses worldwide.
-
C.
Material Service Corporation
Material Service Corporation was a major Chicago-based building materials and aggregates company that became the foundation of industrialist Henry Crown’s business empire.
-
D.
Republic Services
Republic Services is a major American waste management and recycling company that provides collection, disposal, and environmental services across the United States.
-
E.
K-Net Services
K-Net Services is a First Nations-owned telecommunications and internet service provider that delivers connectivity and digital services to remote Indigenous communities in northern Canada.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kelly Services Target entity description: Kelly Services is a global workforce solutions and staffing company that connects businesses with temporary, permanent, and specialized talent across a wide range of industries.
-
A.
Kinney National Services
Kinney National Services was a diversified American holding company that became the corporate predecessor to Warner Communications under media executive Steve Ross.
-
B.
ManpowerGroup
ManpowerGroup is a global workforce solutions and staffing services company that provides recruitment, talent management, and outsourcing services to businesses worldwide.
-
C.
Material Service Corporation
Material Service Corporation was a major Chicago-based building materials and aggregates company that became the foundation of industrialist Henry Crown’s business empire.
-
D.
Republic Services
Republic Services is a major American waste management and recycling company that provides collection, disposal, and environmental services across the United States.
-
E.
K-Net Services
K-Net Services is a First Nations-owned telecommunications and internet service provider that delivers connectivity and digital services to remote Indigenous communities in northern Canada.
- F. None of above. chosen
Provenance (2 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_69e245b911188190bc3d96326c847969 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f18512df708190a6892e743a289c74 |
completed | April 29, 2026, 4:12 a.m. |
Created at: April 17, 2026, 3:53 p.m.