Triple
T22566382
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Paychex |
E557961
|
entity |
| Predicate | tickerSymbol |
P1447
|
FINISHED |
| Object | PAYX |
—
|
NE NERFINISHED |
How this triple was built (3 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: PAYX | Statement: [Paychex, tickerSymbol, PAYX]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: PAYX Context triple: [Paychex, tickerSymbol, PAYX]
-
A.
Paypay
Paypay is a coastal barangay in the municipality of Daanbantayan in Cebu, Philippines.
-
B.
PAYCO
PAYCO is the youth wing of the Pan Africanist Congress of Azania, advocating for Pan-Africanism and the political, social, and economic empowerment of young people in South Africa.
-
C.
Iipay
Iipay is an alternate name for the Ipai people, a Native American group indigenous to southern California and northern Baja California.
-
D.
WePay
WePay is an online payment services company that provides integrated payment processing solutions for platforms, marketplaces, and software providers.
-
E.
PayPay
PayPay is a Japanese mobile payment and digital wallet service widely used for cashless transactions across Japan.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: PAYX Target entity description: PAYX is the stock ticker symbol for Paychex, Inc., a major U.S.-based provider of payroll, human resources, and benefits outsourcing services.
-
A.
Paypay
Paypay is a coastal barangay in the municipality of Daanbantayan in Cebu, Philippines.
-
B.
PAYCO
PAYCO is the youth wing of the Pan Africanist Congress of Azania, advocating for Pan-Africanism and the political, social, and economic empowerment of young people in South Africa.
-
C.
Iipay
Iipay is an alternate name for the Ipai people, a Native American group indigenous to southern California and northern Baja California.
-
D.
WePay
WePay is an online payment services company that provides integrated payment processing solutions for platforms, marketplaces, and software providers.
-
E.
PayPay
PayPay is a Japanese mobile payment and digital wallet service widely used for cashless transactions across Japan.
- F. None of above. chosen
Provenance (2 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. |
Created at: April 16, 2026, 8:52 p.m.