Triple

T2229740
Position Surface form Disambiguated ID Type / Status
Subject Hong Kong Stock Exchange E48735 entity
Predicate connectProgram P10634 FINISHED
Object 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.
E245430 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: Bond Connect | Statement: [Hong Kong Stock Exchange, connectProgram, Bond Connect]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bond Connect
Context triple: [Hong Kong Stock Exchange, connectProgram, Bond Connect]
  • A. Ripple
    "Ripple" is a beloved folk-influenced ballad by the Grateful Dead, known for its gentle melody, spiritual lyrics, and enduring sing-along chorus.
  • B. First Capital Connect
    First Capital Connect was a British train operating company that ran commuter and regional passenger rail services in London and the South East, including the Thameslink and Great Northern routes, until its franchise ended in 2014.
  • C. 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.
  • D. Provider Bridging
    Provider Bridging is an IEEE 802.1 network technology that extends Ethernet to support scalable, VLAN-based traffic separation and forwarding across large carrier or provider networks.
  • E. 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.
  • 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: Bond Connect
Triple: [Hong Kong Stock Exchange, connectProgram, Bond Connect]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bond Connect
Target entity description: 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.
  • A. Ripple
    "Ripple" is a beloved folk-influenced ballad by the Grateful Dead, known for its gentle melody, spiritual lyrics, and enduring sing-along chorus.
  • B. First Capital Connect
    First Capital Connect was a British train operating company that ran commuter and regional passenger rail services in London and the South East, including the Thameslink and Great Northern routes, until its franchise ended in 2014.
  • C. 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.
  • D. Provider Bridging
    Provider Bridging is an IEEE 802.1 network technology that extends Ethernet to support scalable, VLAN-based traffic separation and forwarding across large carrier or provider networks.
  • E. 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.
  • 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_69a88aa51b388190949868ec9766e587 completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc5b262488190b6455d1d28d2306d completed March 7, 2026, 6:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae656a1f788190a08c3283bfedb6f4 completed March 9, 2026, 6:15 a.m.
NEDg Description generation batch_69ae65d4f26481909808c97b95ca9b30 completed March 9, 2026, 6:16 a.m.
NED2 Entity disambiguation (via description) batch_69ae6670b6d88190a09023fae63f4000 completed March 9, 2026, 6:19 a.m.
Created at: March 4, 2026, 7:47 p.m.