Triple

T5936888
Position Surface form Disambiguated ID Type / Status
Subject Linkin Park E132065 entity
Predicate alsoKnownAs P39 FINISHED
Object Xero
Xero was the original name of the American rock band Linkin Park during its early formation in the mid-1990s.
 E557115 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: Xero | Statement: [Linkin Park, alsoKnownAs, Xero]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Xero
Context triple: [Linkin Park, alsoKnownAs, Xero]
  • A. Intuit
    Intuit is an American financial software company best known for products like TurboTax, QuickBooks, and Mint that help individuals and small businesses manage taxes, accounting, and personal finance.
  • B. NetSuite
    NetSuite is a cloud-based enterprise resource planning (ERP) and business management software suite widely used by companies to manage finance, operations, and customer relationships.
  • C. Ultimate Software
    Ultimate Software was a leading American provider of cloud-based human capital management and payroll software solutions for businesses.
  • D. WePay
    WePay is an online payment services company that provides integrated payment processing solutions for platforms, marketplaces, and software providers.
  • E. Finacle
    Finacle is a core banking software suite developed by Infosys that provides digital banking solutions to financial institutions worldwide.
  • 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: Xero
Triple: [Linkin Park, alsoKnownAs, Xero]
Generated description
Xero was the original name of the American rock band Linkin Park during its early formation in the mid-1990s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Xero
Target entity description: Xero was the original name of the American rock band Linkin Park during its early formation in the mid-1990s.
  • A. Intuit
    Intuit is an American financial software company best known for products like TurboTax, QuickBooks, and Mint that help individuals and small businesses manage taxes, accounting, and personal finance.
  • B. NetSuite
    NetSuite is a cloud-based enterprise resource planning (ERP) and business management software suite widely used by companies to manage finance, operations, and customer relationships.
  • C. Ultimate Software
    Ultimate Software was a leading American provider of cloud-based human capital management and payroll software solutions for businesses.
  • D. WePay
    WePay is an online payment services company that provides integrated payment processing solutions for platforms, marketplaces, and software providers.
  • E. Finacle
    Finacle is a core banking software suite developed by Infosys that provides digital banking solutions to financial institutions worldwide.
  • 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_69c0085c55dc8190aa90e242c956e2fa completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c038eca9688190adeed21df058daf1 completed March 22, 2026, 6:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0c06f979881908d7e98ee674f1ff2 completed March 23, 2026, 4:24 a.m.
NEDg Description generation batch_69c0c329b1108190ac4fe897e2be9946 completed March 23, 2026, 4:35 a.m.
NED2 Entity disambiguation (via description) batch_69c0c3a81a608190a39283b4df0ab4b9 completed March 23, 2026, 4:38 a.m.
Created at: March 22, 2026, 4:01 p.m.