Triple

T8150682
Position Surface form Disambiguated ID Type / Status
Subject A-shares E190324 entity
Predicate accessMechanismForForeignInvestors P80827 FINISHED
Object Qualified Foreign Institutional Investor program
The Qualified Foreign Institutional Investor program is a regulatory scheme in China that allows approved overseas institutions to invest directly in the country’s domestic securities markets under specified quotas and rules.
E717463 NE FINISHED

How this triple was built (5 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: Qualified Foreign Institutional Investor program | Statement: [A-shares, accessMechanismForForeignInvestors, Qualified Foreign Institutional Investor program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Qualified Foreign Institutional Investor program
Context triple: [A-shares, accessMechanismForForeignInvestors, Qualified Foreign Institutional Investor program]
  • A. Alternative Investment Market
    The Alternative Investment Market (AIM) is a sub-market of the London Stock Exchange designed to help smaller, growing companies access public equity capital with more flexible regulatory requirements than the main market.
  • B. Targeted Investment Program
    The Targeted Investment Program was a component of the U.S. financial crisis response that provided direct capital injections to specific systemically important institutions to help stabilize the financial system.
  • C. Institutional Securities
    Institutional Securities is Morgan Stanley’s core business division that provides investment banking, capital markets, and institutional trading and advisory services to corporations, governments, and financial institutions.
  • D. Capital Fund Program
    The Capital Fund Program is a U.S. Department of Housing and Urban Development (HUD) funding program that provides financial assistance to public housing agencies for the development, financing, and modernization of public housing properties.
  • E. QDIII
    QDIII, also known as Quincy Jones III, is a Swedish-American music producer and film producer recognized for his influential work in hip-hop and R&B.
  • 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: Qualified Foreign Institutional Investor program
Triple: [A-shares, accessMechanismForForeignInvestors, Qualified Foreign Institutional Investor program]
Generated description
The Qualified Foreign Institutional Investor program is a regulatory scheme in China that allows approved overseas institutions to invest directly in the country’s domestic securities markets under specified quotas and rules.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Qualified Foreign Institutional Investor program
Target entity description: The Qualified Foreign Institutional Investor program is a regulatory scheme in China that allows approved overseas institutions to invest directly in the country’s domestic securities markets under specified quotas and rules.
  • A. Alternative Investment Market
    The Alternative Investment Market (AIM) is a sub-market of the London Stock Exchange designed to help smaller, growing companies access public equity capital with more flexible regulatory requirements than the main market.
  • B. Targeted Investment Program
    The Targeted Investment Program was a component of the U.S. financial crisis response that provided direct capital injections to specific systemically important institutions to help stabilize the financial system.
  • C. Institutional Securities
    Institutional Securities is Morgan Stanley’s core business division that provides investment banking, capital markets, and institutional trading and advisory services to corporations, governments, and financial institutions.
  • D. Capital Fund Program
    The Capital Fund Program is a U.S. Department of Housing and Urban Development (HUD) funding program that provides financial assistance to public housing agencies for the development, financing, and modernization of public housing properties.
  • E. QDIII
    QDIII, also known as Quincy Jones III, is a Swedish-American music producer and film producer recognized for his influential work in hip-hop and R&B.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: accessMechanismForForeignInvestors
Context triple: [A-shares, accessMechanismForForeignInvestors, Qualified Foreign Institutional Investor program]
  • A. investorAccess
    Indicates that one party has permission or the ability to view, use, or interact with investment-related information, tools, or opportunities associated with another party or resource.
  • B. accessToCapital
    Indicates that one entity provides or enables financial resources or funding for another entity to use.
  • C. openedPortToForeignTrade
    Indicates that an entity has allowed or enabled a port to conduct commercial trade with foreign countries.
  • D. primaryInvestorBase
    Indicates the main group or category of investors that predominantly provide capital or funding to an entity.
  • E. hasLessStrictTradeControlsThan
    Indicates that one entity’s trade regulations or restrictions are more relaxed or permissive compared to those of another entity.
  • F. None of above. chosen

Provenance (7 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_69ca82be7ba8819087de0147e9292c83 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb4481f19c8190aeec9bf029ad321b completed March 31, 2026, 3:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccbeef189081909f45b8d2aea74225 completed April 1, 2026, 6:45 a.m.
NEDg Description generation batch_69ccc310b514819099228a1cc66517c5 completed April 1, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69ccd8041c00819094094701ace21aa0 completed April 1, 2026, 8:32 a.m.
PD Predicate disambiguation batch_69cb36a0847c8190af9038aef78319b3 completed March 31, 2026, 2:51 a.m.
PDg Predicate description generation batch_69cb39ba412881908a053e88f29a9588 completed March 31, 2026, 3:04 a.m.
Created at: March 30, 2026, 5:37 p.m.