Triple

T23040254
Position Surface form Disambiguated ID Type / Status
Subject Kelly Services headquarters E573713 entity
Predicate occupant P75 FINISHED
Object Kelly Services
Kelly Services is a global workforce solutions and staffing company that provides temporary, permanent, and outsourced employment services across a wide range of industries.
E55020 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: Kelly Services | Statement: [Kelly Services headquarters, occupant, Kelly Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kelly Services
Context triple: [Kelly Services headquarters, occupant, 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.
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: Kelly Services
Triple: [Kelly Services headquarters, occupant, Kelly Services]
Generated description
Kelly Services is a global workforce solutions and staffing company that provides temporary, permanent, and outsourced employment services across a wide range of industries.
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 provides temporary, permanent, and outsourced employment services 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 chosen
    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.

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_69e245b911188190bc3d96326c847969 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f18512df708190a6892e743a289c74 completed April 29, 2026, 4:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c159ffb7481909b2987e8aea047ca completed May 19, 2026, 7:47 a.m.
NEDg Description generation batch_6a0c17214dc48190be02f8d83c29b90a completed May 19, 2026, 7:54 a.m.
NED2 Entity disambiguation (via description) batch_6a0c17da6a108190b37d1e69e6f24e00 completed May 19, 2026, 7:57 a.m.
Created at: April 17, 2026, 3:53 p.m.