Triple

T6171076
Position Surface form Disambiguated ID Type / Status
Subject Troy, Michigan E137696 entity
Predicate hasMajorEmployer P588 FINISHED
Object Kelly Services headquarters
Kelly Services headquarters is the main corporate office of the global staffing and workforce solutions company Kelly Services, located in Troy, Michigan.
 E573713 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 headquarters | Statement: [Troy, Michigan, hasMajorEmployer, Kelly Services headquarters]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kelly Services headquarters
Context triple: [Troy, Michigan, hasMajorEmployer, Kelly Services headquarters]
  • 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. Headquarters and Service Company
    Headquarters and Service Company is the administrative and support unit within the 2nd Battalion, 4th Marines, providing command, logistics, and essential services to the battalion’s combat elements.
  • C. Headquarters and Service Company
    Headquarters and Service Company is the administrative and support unit within the 3rd Battalion, 1st Marines, responsible for providing command, logistical, and operational support to the battalion’s combat companies.
  • D. Washington Headquarters Services
    Washington Headquarters Services is a U.S. Department of Defense support agency that provides administrative, operational, and management services to Pentagon leadership and various defense organizations.
  • E. United Global Services
    United Global Services is United Airlines’ invitation-only, highest-level elite status program offering exceptionally personalized service and exclusive travel benefits to its most valuable customers.
  • 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 headquarters
Triple: [Troy, Michigan, hasMajorEmployer, Kelly Services headquarters]
Generated description
Kelly Services headquarters is the main corporate office of the global staffing and workforce solutions company Kelly Services, located in Troy, Michigan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kelly Services headquarters
Target entity description: Kelly Services headquarters is the main corporate office of the global staffing and workforce solutions company Kelly Services, located in Troy, Michigan.
  • 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. Headquarters and Service Company
    Headquarters and Service Company is the administrative and support unit within the 2nd Battalion, 4th Marines, providing command, logistics, and essential services to the battalion’s combat elements.
  • C. Headquarters and Service Company
    Headquarters and Service Company is the administrative and support unit within the 3rd Battalion, 1st Marines, responsible for providing command, logistical, and operational support to the battalion’s combat companies.
  • D. Washington Headquarters Services
    Washington Headquarters Services is a U.S. Department of Defense support agency that provides administrative, operational, and management services to Pentagon leadership and various defense organizations.
  • E. United Global Services
    United Global Services is United Airlines’ invitation-only, highest-level elite status program offering exceptionally personalized service and exclusive travel benefits to its most valuable customers.
  • F. None of above. chosen

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_69c008a68c508190a8d78245c865960e completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05d910c3c8190ae6af548259295ff completed March 22, 2026, 9:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c141ad559881909076b6ab34b14f2b completed March 23, 2026, 1:35 p.m.
NEDg Description generation batch_69c14889a3b48190bf5d523cbc261d7c completed March 23, 2026, 2:04 p.m.
NED2 Entity disambiguation (via description) batch_69c148de2d64819094d623e7f3b0f5f8 completed March 23, 2026, 2:06 p.m.
Created at: March 22, 2026, 4:18 p.m.