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.