Triple
T6994811
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hoffman Estates, Illinois |
E162181
|
entity |
| Predicate | hasEmployer |
P7
|
FINISHED |
| Object |
CDK Global
CDK Global is a technology company that provides software and digital marketing solutions primarily for automotive dealerships and manufacturers.
|
E635923
|
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: CDK Global | Statement: [Hoffman Estates, Illinois, hasEmployer, CDK Global]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: CDK Global Context triple: [Hoffman Estates, Illinois, hasEmployer, CDK Global]
-
A.
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.
-
B.
United Global Services
United Global Services is United Airlines’ invitation-only, highest-level elite status program offering exceptionally personalized service and exclusive travel benefits to its most valuable customers.
-
C.
Streamline Global
Streamline Global is a film production company known for financing and producing feature films, including the gothic mystery thriller "The Pale Blue Eye."
-
D.
Amadeus IT Group
Amadeus IT Group is a leading global travel technology company that provides reservation, distribution, and IT solutions for airlines, travel agencies, hotels, and other travel industry players.
-
E.
Capco
Capco is a global management and technology consultancy specializing in the financial services industry.
- 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: CDK Global Triple: [Hoffman Estates, Illinois, hasEmployer, CDK Global]
Generated description
CDK Global is a technology company that provides software and digital marketing solutions primarily for automotive dealerships and manufacturers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: CDK Global Target entity description: CDK Global is a technology company that provides software and digital marketing solutions primarily for automotive dealerships and manufacturers.
-
A.
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.
-
B.
United Global Services
United Global Services is United Airlines’ invitation-only, highest-level elite status program offering exceptionally personalized service and exclusive travel benefits to its most valuable customers.
-
C.
Streamline Global
Streamline Global is a film production company known for financing and producing feature films, including the gothic mystery thriller "The Pale Blue Eye."
-
D.
Amadeus IT Group
Amadeus IT Group is a leading global travel technology company that provides reservation, distribution, and IT solutions for airlines, travel agencies, hotels, and other travel industry players.
-
E.
Capco
Capco is a global management and technology consultancy specializing in the financial services industry.
- 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_69c68857ffc08190857dc62cd5253777 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6dbec259c8190bb4cfbc1ff6fc786 |
completed | March 27, 2026, 7:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c76a1adec88190a769ec7af0fa7b51 |
completed | March 28, 2026, 5:41 a.m. |
| NEDg | Description generation | batch_69c76aac21448190ac2b94c836f2f725 |
completed | March 28, 2026, 5:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c76b3efc0081909e506f9a828d4fd8 |
completed | March 28, 2026, 5:46 a.m. |
Created at: March 27, 2026, 2:32 p.m.