Triple
T2473072
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ManpowerGroup |
E55020
|
entity |
| Predicate | brand |
P1500
|
FINISHED |
| Object |
Experis
Experis is a professional resourcing and project-based workforce solutions brand specializing in IT, engineering, and finance, operated by the global staffing company ManpowerGroup.
|
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: Experis | Statement: [ManpowerGroup, brand, Experis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Experis Context triple: [ManpowerGroup, brand, Experis]
-
A.
ManpowerGroup
ManpowerGroup is a global workforce solutions and staffing services company that provides recruitment, talent management, and outsourcing services to businesses worldwide.
-
B.
Capgemini
Capgemini is a global consulting, technology services, and digital transformation company headquartered in France.
-
C.
HCL Technologies
HCL Technologies is a global Indian IT services and consulting company known for providing software development, infrastructure management, and digital transformation solutions to enterprises worldwide.
-
D.
Groupe ADP
Groupe ADP is a major French airport management company that owns and operates the Paris-area airports and provides aviation and related services worldwide.
-
E.
Towers Watson
Towers Watson was a global professional services firm specializing in risk management, insurance brokerage, and human capital consulting.
- 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: Experis Triple: [ManpowerGroup, brand, Experis]
Generated description
Experis is a professional resourcing and project-based workforce solutions brand specializing in IT, engineering, and finance, operated by the global staffing company ManpowerGroup.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Experis Target entity description: Experis is a professional resourcing and project-based workforce solutions brand specializing in IT, engineering, and finance, operated by the global staffing company ManpowerGroup.
-
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.
Capgemini
Capgemini is a global consulting, technology services, and digital transformation company headquartered in France.
-
C.
HCL Technologies
HCL Technologies is a global Indian IT services and consulting company known for providing software development, infrastructure management, and digital transformation solutions to enterprises worldwide.
-
D.
Groupe ADP
Groupe ADP is a major French airport management company that owns and operates the Paris-area airports and provides aviation and related services worldwide.
-
E.
Towers Watson
Towers Watson was a global professional services firm specializing in risk management, insurance brokerage, and human capital consulting.
- 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.