Triple

T5952867
Position Surface form Disambiguated ID Type / Status
Subject Paylocity E132439 entity
Predicate tickerSymbol P1447 FINISHED
Object PCTY
PCTY is the stock ticker symbol for Paylocity, a U.S.-based provider of cloud-based payroll and human capital management software.
 E557959 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: PCTY | Statement: [Paylocity, tickerSymbol, PCTY]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: PCTY
Context triple: [Paylocity, tickerSymbol, PCTY]
  • A. PCT
    PCT is an international patent law treaty that streamlines the process of seeking patent protection for inventions in multiple countries through a single application.
  • B. PCT
    The PCT is a long-distance hiking and equestrian trail that spans over 2,600 miles along the U.S. West Coast from Mexico to Canada through California, Oregon, and Washington.
  • C. TPTY
    TPTY is the station code for Tirupati railway station, a major rail hub serving pilgrims and travelers visiting the famous Tirumala Venkateswara Temple in Andhra Pradesh, India.
  • D. PTY
    PTY is the IATA airport code for Tocumen International Airport, the main international gateway serving Panama City, Panama.
  • E. PRTC
    PRTC is a public transit agency serving Northern Virginia with commuter and local bus services.
  • 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: PCTY
Triple: [Paylocity, tickerSymbol, PCTY]
Generated description
PCTY is the stock ticker symbol for Paylocity, a U.S.-based provider of cloud-based payroll and human capital management software.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: PCTY
Target entity description: PCTY is the stock ticker symbol for Paylocity, a U.S.-based provider of cloud-based payroll and human capital management software.
  • A. PCT
    PCT is an international patent law treaty that streamlines the process of seeking patent protection for inventions in multiple countries through a single application.
  • B. PCT
    The PCT is a long-distance hiking and equestrian trail that spans over 2,600 miles along the U.S. West Coast from Mexico to Canada through California, Oregon, and Washington.
  • C. TPTY
    TPTY is the station code for Tirupati railway station, a major rail hub serving pilgrims and travelers visiting the famous Tirumala Venkateswara Temple in Andhra Pradesh, India.
  • D. PTY
    PTY is the IATA airport code for Tocumen International Airport, the main international gateway serving Panama City, Panama.
  • E. PRTC
    PRTC is a public transit agency serving Northern Virginia with commuter and local bus services.
  • 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_69c0086b05cc8190a8f36a96927a525c completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c03983b8848190afaa37f35c95bad6 completed March 22, 2026, 6:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0e3d1801c819093dc43dc5a525796 completed March 23, 2026, 6:55 a.m.
NEDg Description generation batch_69c0e781af588190a8f5572a03b24822 completed March 23, 2026, 7:10 a.m.
NED2 Entity disambiguation (via description) batch_69c0e7f767f8819086026b95c4534733 completed March 23, 2026, 7:12 a.m.
Created at: March 22, 2026, 4:02 p.m.