Triple

T11420655
Position Surface form Disambiguated ID Type / Status
Subject ManpowerGroup E270607 entity
Predicate tradedAs P2822 FINISHED
Object MAN
MAN is the stock ticker symbol under which ManpowerGroup Inc., a major global workforce solutions and staffing company, is publicly traded.
 E924478 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: MAN | Statement: [ManpowerGroup, tradedAs, MAN]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MAN
Context triple: [ManpowerGroup, tradedAs, MAN]
  • A. MAN
    MAN is a German commercial vehicle and engineering company best known for manufacturing trucks, buses, and diesel engines.
  • B. MAN
    MAN is the three-letter IATA airport code for Manchester Airport, a major international airport serving the Greater Manchester area in England.
  • C. Man
    Man was a prominent British anthropological journal that served as the main publication of the Royal Anthropological Institute before being continued under a new title.
  • D. Man
    Man is a 1996 studio album by Swedish singer-songwriter Neneh Cherry that blends pop, trip hop, and alternative influences and features her hit single "Woman."
  • E. Mann
    Mann is a common German surname borne by numerous notable figures in literature, politics, and the arts.
  • 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: MAN
Triple: [ManpowerGroup, tradedAs, MAN]
Generated description
MAN is the stock ticker symbol under which ManpowerGroup Inc., a major global workforce solutions and staffing company, is publicly traded.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MAN
Target entity description: MAN is the stock ticker symbol under which ManpowerGroup Inc., a major global workforce solutions and staffing company, is publicly traded.
  • A. MAN
    MAN is the three-letter IATA airport code for Manchester Airport, a major international airport serving the Greater Manchester area in England.
  • B. MAN
    MAN is a German commercial vehicle and engineering company best known for manufacturing trucks, buses, and diesel engines.
  • C. Man
    Man was a prominent British anthropological journal that served as the main publication of the Royal Anthropological Institute before being continued under a new title.
  • D. Man
    Man is a 1996 studio album by Swedish singer-songwriter Neneh Cherry that blends pop, trip hop, and alternative influences and features her hit single "Woman."
  • E. Mann
    Mann is a common German surname borne by numerous notable figures in literature, politics, and the arts.
  • 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_69d6aaddeaa8819088b30ef7b50598c9 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d801b20ce08190befc98379b879985 completed April 9, 2026, 7:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5b88f80d88190b91b63d0b7457c25 completed April 20, 2026, 5:24 a.m.
NEDg Description generation batch_69e5c28d3824819097ff84cb4e13c923 completed April 20, 2026, 6:07 a.m.
NED2 Entity disambiguation (via description) batch_69e5c451c6c88190bcbb1f54ede35d29 completed April 20, 2026, 6:14 a.m.
Created at: April 8, 2026, 9:34 p.m.