Triple

T1542508
Position Surface form Disambiguated ID Type / Status
Subject Retail Securities Services E32900 entity
Predicate associatedSecurityType P3487 FINISHED
Object Treasury Inflation-Protected Securities (TIPS)
Treasury Inflation-Protected Securities (TIPS) are U.S. government bonds whose principal and interest payments adjust with inflation, providing investors protection against rising prices.
E176247 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: Treasury Inflation-Protected Securities (TIPS) | Statement: [Retail Securities Services, associatedSecurityType, Treasury Inflation-Protected Securities (TIPS)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Treasury Inflation-Protected Securities (TIPS)
Context triple: [Retail Securities Services, associatedSecurityType, Treasury Inflation-Protected Securities (TIPS)]
  • A. U.S. Treasury futures
    U.S. Treasury futures are standardized exchange-traded derivative contracts that allow investors to speculate on or hedge against future changes in U.S. government bond yields and prices.
  • B. Treasury
    The Treasury is the United Kingdom government department responsible for developing and overseeing public finance, economic policy, and taxation.
  • C. Treasury
    The Treasury is the Isle of Man government department responsible for managing public finances, including taxation, budgeting, and economic policy.
  • D. TreasuryDirect
    TreasuryDirect is an online platform provided by the U.S. Department of the Treasury that allows individuals to buy, manage, and redeem Treasury securities such as savings bonds and Treasury bills directly from the government.
  • E. Ginnie Mae
    Ginnie Mae is a U.S. government corporation that guarantees mortgage-backed securities backed by federally insured or guaranteed loans to support affordable housing and liquidity in the mortgage market.
  • 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: Treasury Inflation-Protected Securities (TIPS)
Triple: [Retail Securities Services, associatedSecurityType, Treasury Inflation-Protected Securities (TIPS)]
Generated description
Treasury Inflation-Protected Securities (TIPS) are U.S. government bonds whose principal and interest payments adjust with inflation, providing investors protection against rising prices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Treasury Inflation-Protected Securities (TIPS)
Target entity description: Treasury Inflation-Protected Securities (TIPS) are U.S. government bonds whose principal and interest payments adjust with inflation, providing investors protection against rising prices.
  • A. U.S. Treasury futures
    U.S. Treasury futures are standardized exchange-traded derivative contracts that allow investors to speculate on or hedge against future changes in U.S. government bond yields and prices.
  • B. Treasury
    The Treasury is the United Kingdom government department responsible for developing and overseeing public finance, economic policy, and taxation.
  • C. Treasury
    The Treasury is the Isle of Man government department responsible for managing public finances, including taxation, budgeting, and economic policy.
  • D. TreasuryDirect
    TreasuryDirect is an online platform provided by the U.S. Department of the Treasury that allows individuals to buy, manage, and redeem Treasury securities such as savings bonds and Treasury bills directly from the government.
  • E. Ginnie Mae
    Ginnie Mae is a U.S. government corporation that guarantees mortgage-backed securities backed by federally insured or guaranteed loans to support affordable housing and liquidity in the mortgage market.
  • 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_69a885ed29088190a3c2d5a3d100c16e completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa61dc6ab881908b22aa7a5295bf21 completed March 6, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad309baebc81908240a0370bad9935 completed March 8, 2026, 8:17 a.m.
NEDg Description generation batch_69ad3117b49881908916e7137f8b655c completed March 8, 2026, 8:19 a.m.
NED2 Entity disambiguation (via description) batch_69ad3179b0148190b69b16b5d2051ece completed March 8, 2026, 8:21 a.m.
Created at: March 4, 2026, 7:26 p.m.