Triple

T8150684
Position Surface form Disambiguated ID Type / Status
Subject A-shares E190324 entity
Predicate accessMechanismForForeignInvestors P80827 FINISHED
Object Stock Connect programs
Stock Connect programs are cross-border investment schemes that link mainland Chinese and Hong Kong stock exchanges, allowing international investors to trade designated mainland A-shares and Chinese investors to access Hong Kong-listed stocks.
E717465 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: Stock Connect programs | Statement: [A-shares, accessMechanismForForeignInvestors, Stock Connect programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stock Connect programs
Context triple: [A-shares, accessMechanismForForeignInvestors, Stock Connect programs]
  • A. Bond Connect
    Bond Connect is a cross-border investment scheme that allows overseas investors to trade in China’s interbank bond market through infrastructure in Hong Kong.
  • B. Bloomberg Terminal
    Bloomberg Terminal is a proprietary computer software system that provides real-time financial data, news, analytics, and trading tools widely used by professionals in global markets.
  • C. E-Trade
    E-Trade is an online brokerage and financial services company known for pioneering electronic trading for retail investors and for its high-profile, humorous advertising campaigns.
  • D. Robinhood Markets
    Robinhood Markets is a U.S.-based financial services company best known for its commission-free stock and cryptocurrency trading app that popularized retail investing among younger and first-time investors.
  • E. NASDAQ MarketSite
    NASDAQ MarketSite is the iconic Times Square broadcast and marketing center of the Nasdaq stock exchange, known for its large electronic display and live market updates.
  • 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: Stock Connect programs
Triple: [A-shares, accessMechanismForForeignInvestors, Stock Connect programs]
Generated description
Stock Connect programs are cross-border investment schemes that link mainland Chinese and Hong Kong stock exchanges, allowing international investors to trade designated mainland A-shares and Chinese investors to access Hong Kong-listed stocks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stock Connect programs
Target entity description: Stock Connect programs are cross-border investment schemes that link mainland Chinese and Hong Kong stock exchanges, allowing international investors to trade designated mainland A-shares and Chinese investors to access Hong Kong-listed stocks.
  • A. Bond Connect
    Bond Connect is a cross-border investment scheme that allows overseas investors to trade in China’s interbank bond market through infrastructure in Hong Kong.
  • B. Bloomberg Terminal
    Bloomberg Terminal is a proprietary computer software system that provides real-time financial data, news, analytics, and trading tools widely used by professionals in global markets.
  • C. E-Trade
    E-Trade is an online brokerage and financial services company known for pioneering electronic trading for retail investors and for its high-profile, humorous advertising campaigns.
  • D. Robinhood Markets
    Robinhood Markets is a U.S.-based financial services company best known for its commission-free stock and cryptocurrency trading app that popularized retail investing among younger and first-time investors.
  • E. NASDAQ MarketSite
    NASDAQ MarketSite is the iconic Times Square broadcast and marketing center of the Nasdaq stock exchange, known for its large electronic display and live market updates.
  • 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_69ca82be7ba8819087de0147e9292c83 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb7266bc148190984060b7b95effb5 completed March 31, 2026, 7:06 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.
Created at: March 30, 2026, 5:37 p.m.