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.