Triple

T13882306
Position Surface form Disambiguated ID Type / Status
Subject The Marcels E333748 entity
Predicate notableWork P4 FINISHED
Object Friendly Loans
"Friendly Loans" is a doo-wop song recorded by the American vocal group The Marcels.
 E1068548 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: Friendly Loans | Statement: [The Marcels, notableWork, Friendly Loans]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Friendly Loans
Context triple: [The Marcels, notableWork, Friendly Loans]
  • A. Loans
    Loans is a small village in South Ayrshire, Scotland, known for its rural character and proximity to the town of Troon.
  • B. Victory Loan Drive
    The Victory Loan Drive was a major U.S. government campaign near the end of World War II that encouraged citizens to purchase war bonds to help finance the final costs of the war and postwar transition.
  • C. LoanMart
    LoanMart is a financial services company that specializes in providing auto title loans and related lending products to consumers.
  • D. Microloan Program
    The Microloan Program is a U.S. Small Business Administration initiative that provides small, short-term loans to startups and small businesses that may not qualify for traditional financing.
  • E. LendingTree
    LendingTree is an online lending marketplace that connects consumers with multiple lenders for mortgages, personal loans, credit cards, and other financial products.
  • 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: Friendly Loans
Triple: [The Marcels, notableWork, Friendly Loans]
Generated description
"Friendly Loans" is a doo-wop song recorded by the American vocal group The Marcels.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Friendly Loans
Target entity description: "Friendly Loans" is a doo-wop song recorded by the American vocal group The Marcels.
  • A. Loans
    Loans is a small village in South Ayrshire, Scotland, known for its rural character and proximity to the town of Troon.
  • B. Victory Loan Drive
    The Victory Loan Drive was a major U.S. government campaign near the end of World War II that encouraged citizens to purchase war bonds to help finance the final costs of the war and postwar transition.
  • C. LoanMart
    LoanMart is a financial services company that specializes in providing auto title loans and related lending products to consumers.
  • D. Microloan Program
    The Microloan Program is a U.S. Small Business Administration initiative that provides small, short-term loans to startups and small businesses that may not qualify for traditional financing.
  • E. LendingTree
    LendingTree is an online lending marketplace that connects consumers with multiple lenders for mortgages, personal loans, credit cards, and other financial products.
  • 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_69d81c5dd2d48190b7a5fc1e009de936 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0be8566881908b8902e3cd567669 completed April 14, 2026, 9:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c71419b481908a3ef80abec1bf23 completed May 3, 2026, 10:07 p.m.
NEDg Description generation batch_69f7c868bdfc8190a13379363d01568d completed May 3, 2026, 10:12 p.m.
NED2 Entity disambiguation (via description) batch_69f7c9732d188190a8a7151d21e0a310 completed May 3, 2026, 10:17 p.m.
Created at: April 9, 2026, 10:15 p.m.