Triple

T2473061
Position Surface form Disambiguated ID Type / Status
Subject ManpowerGroup E55020 entity
Predicate tradedAs P2822 FINISHED
Object NYSE:MAN
NYSE:MAN is the stock ticker symbol for ManpowerGroup, a global leader in workforce solutions and staffing services.
E270607 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: NYSE:MAN | Statement: [ManpowerGroup, tradedAs, NYSE:MAN]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: NYSE:MAN
Context triple: [ManpowerGroup, tradedAs, NYSE:MAN]
  • A. S&P Global 1200
    The S&P Global 1200 is a broad, multinational equity index designed to represent the performance of major stock markets around the world.
  • B. NYSE:RTX
    NYSE:RTX is the stock ticker symbol for RTX Corporation, a major American aerospace and defense company formed from the merger of Raytheon Company and United Technologies Corporation.
  • C. FTSE Russell
    FTSE Russell is a global index provider that designs, calculates, and maintains a wide range of stock market indices used as benchmarks by investors and financial institutions worldwide.
  • D. MSCI USA Index
    The MSCI USA Index is a stock market index that measures the performance of large- and mid-cap companies across the U.S. equity market.
  • E. NYSE:T
    NYSE:T is the ticker symbol for AT&T Inc., a major U.S.-based multinational telecommunications and media company listed on the New York Stock Exchange.
  • 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: NYSE:MAN
Triple: [ManpowerGroup, tradedAs, NYSE:MAN]
Generated description
NYSE:MAN is the stock ticker symbol for ManpowerGroup, a global leader in workforce solutions and staffing services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: NYSE:MAN
Target entity description: NYSE:MAN is the stock ticker symbol for ManpowerGroup, a global leader in workforce solutions and staffing services.
  • A. NYSE:MMC
    NYSE:MMC is the stock ticker symbol for Marsh & McLennan Companies, a global professional services firm specializing in risk, strategy, and insurance solutions.
  • B. S&P Global 1200
    The S&P Global 1200 is a broad, multinational equity index designed to represent the performance of major stock markets around the world.
  • C. NYSE:RTX
    NYSE:RTX is the stock ticker symbol for RTX Corporation, a major American aerospace and defense company formed from the merger of Raytheon Company and United Technologies Corporation.
  • D. FTSE Russell
    FTSE Russell is a global index provider that designs, calculates, and maintains a wide range of stock market indices used as benchmarks by investors and financial institutions worldwide.
  • E. MSCI USA Index
    The MSCI USA Index is a stock market index that measures the performance of large- and mid-cap companies across the U.S. equity market.
  • 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_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.