Triple

T2473071
Position Surface form Disambiguated ID Type / Status
Subject ManpowerGroup E55020 entity
Predicate brand P1500 FINISHED
Object Manpower
Manpower is a global staffing and workforce solutions brand providing recruitment, temporary staffing, and human resource services across multiple 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: Manpower | Statement: [ManpowerGroup, brand, Manpower]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Manpower
Context triple: [ManpowerGroup, brand, Manpower]
  • A. ManpowerGroup
    ManpowerGroup is a global workforce solutions and staffing services company that provides recruitment, talent management, and outsourcing services to businesses worldwide.
  • B. Joe Worker
    "Joe Worker" is a politically charged song from Marc Blitzstein's 1937 pro-labor musical *The Cradle Will Rock*, symbolizing the struggles of the American working class.
  • C. Labori
    Labori was a prominent French defense lawyer best known for representing Alfred Dreyfus during the politically charged Dreyfus affair.
  • D. Head Hunters
    Head Hunters is a landmark 1973 jazz-funk album by Herbie Hancock that fused jazz improvisation with funk and electronic elements, becoming one of the best-selling and most influential jazz records of all time.
  • E. EMP
    EMP is a Seattle-based museum and cultural institution (now called the Museum of Pop Culture) dedicated to contemporary popular music, science fiction, and pop culture.
  • 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: Manpower
Triple: [ManpowerGroup, brand, Manpower]
Generated description
Manpower is a global staffing and workforce solutions brand providing recruitment, temporary staffing, and human resource services across multiple industries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Manpower
Target entity description: Manpower is a global staffing and workforce solutions brand providing recruitment, temporary staffing, and human resource services across multiple industries.
  • A. ManpowerGroup chosen
    ManpowerGroup is a global workforce solutions and staffing services company that provides recruitment, talent management, and outsourcing services to businesses worldwide.
  • B. Joe Worker
    "Joe Worker" is a politically charged song from Marc Blitzstein's 1937 pro-labor musical *The Cradle Will Rock*, symbolizing the struggles of the American working class.
  • C. Labori
    Labori was a prominent French defense lawyer best known for representing Alfred Dreyfus during the politically charged Dreyfus affair.
  • D. Head Hunters
    Head Hunters is a landmark 1973 jazz-funk album by Herbie Hancock that fused jazz improvisation with funk and electronic elements, becoming one of the best-selling and most influential jazz records of all time.
  • E. EMP
    EMP is a Seattle-based museum and cultural institution (now called the Museum of Pop Culture) dedicated to contemporary popular music, science fiction, and pop culture.
  • 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_69ab49e279e88190ab10d7248aea9d11 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd149c10c819098ff75f176972c8b completed March 7, 2026, 7:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69af17a5bb04819090b3156a9819b87d completed March 9, 2026, 6:55 p.m.
NEDg Description generation batch_69af1aca9a5081909e3a1b810b61e19d completed March 9, 2026, 7:08 p.m.
NED2 Entity disambiguation (via description) batch_69af1b45a30c8190a3555fea9c03e343 completed March 9, 2026, 7:11 p.m.
Created at: March 6, 2026, 9:45 p.m.