Triple

T2606125
Position Surface form Disambiguated ID Type / Status
Subject Cold Weather Payment E58661 entity
Predicate relatedTo P37 FINISHED
Object Support for Mortgage Interest
Support for Mortgage Interest is a UK government welfare benefit that helps certain income-related benefit claimants with the interest payments on their mortgage or home improvement loans.
E282253 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: Support for Mortgage Interest | Statement: [Cold Weather Payment, relatedTo, Support for Mortgage Interest]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Support for Mortgage Interest
Context triple: [Cold Weather Payment, relatedTo, Support for Mortgage Interest]
  • A. Appreciation and Interest
    "Appreciation and Interest" is a foundational 1896 economic treatise by Irving Fisher that rigorously analyzes the theory of interest, capital, and price changes over time.
  • B. Rocket Mortgage
    Rocket Mortgage is a leading U.S.-based online mortgage lender known for its fully digital home loan application and approval process.
  • C. loanDepot
    loanDepot is a U.S.-based nonbank mortgage lender that provides home purchase and refinancing loans through both online and retail channels.
  • D. Housing Trust Fund
    The Housing Trust Fund is a federal affordable housing program that provides grants to states to produce, preserve, and rehabilitate housing for extremely low- and very low-income households.
  • E. Community Reinvestment Act
    The Community Reinvestment Act is a U.S. federal law enacted in 1977 that encourages banks to help meet the credit needs of the communities in which they operate, particularly low- and moderate-income neighborhoods.
  • 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: Support for Mortgage Interest
Triple: [Cold Weather Payment, relatedTo, Support for Mortgage Interest]
Generated description
Support for Mortgage Interest is a UK government welfare benefit that helps certain income-related benefit claimants with the interest payments on their mortgage or home improvement loans.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Support for Mortgage Interest
Target entity description: Support for Mortgage Interest is a UK government welfare benefit that helps certain income-related benefit claimants with the interest payments on their mortgage or home improvement loans.
  • A. Appreciation and Interest
    "Appreciation and Interest" is a foundational 1896 economic treatise by Irving Fisher that rigorously analyzes the theory of interest, capital, and price changes over time.
  • B. Rocket Mortgage
    Rocket Mortgage is a leading U.S.-based online mortgage lender known for its fully digital home loan application and approval process.
  • C. loanDepot
    loanDepot is a U.S.-based nonbank mortgage lender that provides home purchase and refinancing loans through both online and retail channels.
  • D. Housing Trust Fund
    The Housing Trust Fund is a federal affordable housing program that provides grants to states to produce, preserve, and rehabilitate housing for extremely low- and very low-income households.
  • E. Community Reinvestment Act
    The Community Reinvestment Act is a U.S. federal law enacted in 1977 that encourages banks to help meet the credit needs of the communities in which they operate, particularly low- and moderate-income neighborhoods.
  • 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_69ab4ac3523881909679750c9f8c2dec completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd865c9908190be7e1b572a43972f completed March 7, 2026, 7:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69af83de926c81909e45160f9fc78799 completed March 10, 2026, 2:37 a.m.
NEDg Description generation batch_69af8501adc4819092035d7e55524fc8 completed March 10, 2026, 2:42 a.m.
NED2 Entity disambiguation (via description) batch_69af85a6060c8190a80d5633d1b8a9d5 completed March 10, 2026, 2:44 a.m.
Created at: March 6, 2026, 9:49 p.m.