Triple
T22566415
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Paycom |
E557962
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Chad Richison
Chad Richison is an American entrepreneur and billionaire best known as the founder and longtime CEO of the payroll and human capital management software company Paycom.
|
E1544797
|
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: Chad Richison | Statement: [Paycom, foundedBy, Chad Richison]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chad Richison Context triple: [Paycom, foundedBy, Chad Richison]
-
A.
Chad Sexton
Chad Sexton is an American drummer best known as a founding member of the rock band 311.
-
B.
Tyler Hayward
Tyler Hayward is a high-ranking S.W.O.R.D. official in the Marvel Cinematic Universe, known for his antagonistic role in the events of WandaVision.
-
C.
Chad Hugo
Chad Hugo is an American record producer, multi-instrumentalist, and songwriter best known as one half of the influential production duo The Neptunes, alongside Pharrell Williams.
-
D.
Trent Burns
Trent Burns is the reclusive, working-class lawn caretaker who forms an unlikely and transformative friendship with a wealthy young girl in the film "Lawn Dogs."
-
E.
Colton Dunn
Colton Dunn is an American actor, comedian, and writer best known for playing the sarcastic, wheelchair-using employee Garrett McNeil on the NBC sitcom "Superstore."
- 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: Chad Richison Triple: [Paycom, foundedBy, Chad Richison]
Generated description
Chad Richison is an American entrepreneur and billionaire best known as the founder and longtime CEO of the payroll and human capital management software company Paycom.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chad Richison Target entity description: Chad Richison is an American entrepreneur and billionaire best known as the founder and longtime CEO of the payroll and human capital management software company Paycom.
-
A.
Chad Sexton
Chad Sexton is an American drummer best known as a founding member of the rock band 311.
-
B.
Tyler Hayward
Tyler Hayward is a high-ranking S.W.O.R.D. official in the Marvel Cinematic Universe, known for his antagonistic role in the events of WandaVision.
-
C.
Chad Hugo
Chad Hugo is an American record producer, multi-instrumentalist, and songwriter best known as one half of the influential production duo The Neptunes, alongside Pharrell Williams.
-
D.
Trent Burns
Trent Burns is the reclusive, working-class lawn caretaker who forms an unlikely and transformative friendship with a wealthy young girl in the film "Lawn Dogs."
-
E.
Colton Dunn
Colton Dunn is an American actor, comedian, and writer best known for playing the sarcastic, wheelchair-using employee Garrett McNeil on the NBC sitcom "Superstore."
- 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_69e11e5ae4ac8190b1f503457603d969 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15faaa0b081908d5aa8f3ba1e3dd3 |
completed | April 29, 2026, 1:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b3d5001408190b2b3e3c2ac106764 |
completed | May 18, 2026, 4:24 p.m. |
| NEDg | Description generation | batch_6a0b3f588d3881908e354f4981f3e436 |
completed | May 18, 2026, 4:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b3fd214748190ba2441dad1cd5c0a |
completed | May 18, 2026, 4:35 p.m. |
Created at: April 16, 2026, 8:52 p.m.