Triple
T12378200
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | UKG |
E295677
|
entity |
| Predicate | keyPerson |
P256
|
FINISHED |
| Object |
Aron Ain
Aron Ain is an American business executive best known for leading workforce management company Kronos Incorporated and later serving as CEO and chairman of UKG (Ultimate Kronos Group) after its merger.
|
E977432
|
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: Aron Ain | Statement: [UKG, keyPerson, Aron Ain]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aron Ain Context triple: [UKG, keyPerson, Aron Ain]
-
A.
Aron
Aron is a surname most notably associated with Raymond Aron, a prominent 20th-century French philosopher, sociologist, and political commentator.
-
B.
Aron
Aron is a river in central France that joins the Loire near the town of Decize.
-
C.
Aron
Aron was a medieval Bulgarian nobleman and member of the Cometopuli dynasty, known as one of the brothers who resisted Byzantine rule in the late 10th century.
-
D.
Aron Julius
Aron Julius is an actor known for his role in the German television series "Cucumber."
-
E.
Aron Atabek
Aron Atabek was a Kazakh poet, dissident, and human rights activist known for his outspoken criticism of the government and long-term imprisonment.
- 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: Aron Ain Triple: [UKG, keyPerson, Aron Ain]
Generated description
Aron Ain is an American business executive best known for leading workforce management company Kronos Incorporated and later serving as CEO and chairman of UKG (Ultimate Kronos Group) after its merger.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aron Ain Target entity description: Aron Ain is an American business executive best known for leading workforce management company Kronos Incorporated and later serving as CEO and chairman of UKG (Ultimate Kronos Group) after its merger.
-
A.
Aron
Aron is a surname most notably associated with Raymond Aron, a prominent 20th-century French philosopher, sociologist, and political commentator.
-
B.
Aron
Aron is a river in central France that joins the Loire near the town of Decize.
-
C.
Aron
Aron was a medieval Bulgarian nobleman and member of the Cometopuli dynasty, known as one of the brothers who resisted Byzantine rule in the late 10th century.
-
D.
Aron Julius
Aron Julius is an actor known for his role in the German television series "Cucumber."
-
E.
Aron Atabek
Aron Atabek was a Kazakh poet, dissident, and human rights activist known for his outspoken criticism of the government and long-term imprisonment.
- 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_69d6ad9e653c8190b1473c860ee53dae |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d93fb8d6c081909e8bbbd52c73f29c |
completed | April 10, 2026, 6:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f62ac3c9f081909cd55f966ab6b465 |
completed | May 2, 2026, 4:48 p.m. |
| NEDg | Description generation | batch_69f62c57a26081908d6903906f6e04f0 |
completed | May 2, 2026, 4:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f62d07d3148190a45542c8d43a7077 |
completed | May 2, 2026, 4:57 p.m. |
Created at: April 8, 2026, 9:54 p.m.