Triple

T20776122
Position Surface form Disambiguated ID Type / Status
Subject APEC Investment Experts Group E511357 entity
Predicate follows P134 FINISHED
Object APEC Non-Binding Investment Principles
The APEC Non-Binding Investment Principles are a set of voluntary guidelines developed within APEC to promote open, transparent, and predictable investment regimes among member economies.
E1449521 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: APEC Non-Binding Investment Principles | Statement: [APEC Investment Experts Group, follows, APEC Non-Binding Investment Principles]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: APEC Non-Binding Investment Principles
Context triple: [APEC Investment Experts Group, follows, APEC Non-Binding Investment Principles]
  • A. APEC Investment Facilitation Action Plan
    The APEC Investment Facilitation Action Plan is a regional initiative aimed at improving the transparency, efficiency, and predictability of investment environments across APEC economies to promote greater cross-border investment.
  • B. Agreement on Trade‑Related Investment Measures
    The Agreement on Trade-Related Investment Measures (TRIMs) is a World Trade Organization accord that disciplines investment measures affecting trade in goods, particularly by prohibiting certain performance requirements such as local content rules.
  • C. APEC Finance Ministers’ Process
    The APEC Finance Ministers’ Process is a key forum within APEC where finance ministers coordinate regional economic and financial policies, discuss macroeconomic and structural reform issues, and promote financial stability and integration among member economies.
  • D. APEC New Strategy for Structural Reform (ANSSR)
    The APEC New Strategy for Structural Reform (ANSSR) is a regional framework guiding APEC economies in implementing structural reforms to promote inclusive, balanced, and sustainable economic growth.
  • E. OECD Policy Framework for Investment
    The OECD Policy Framework for Investment is a comprehensive, non-binding tool developed by the OECD to help governments design and implement policies that promote quality investment and sustainable economic development.
  • 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: APEC Non-Binding Investment Principles
Triple: [APEC Investment Experts Group, follows, APEC Non-Binding Investment Principles]
Generated description
The APEC Non-Binding Investment Principles are a set of voluntary guidelines developed within APEC to promote open, transparent, and predictable investment regimes among member economies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: APEC Non-Binding Investment Principles
Target entity description: The APEC Non-Binding Investment Principles are a set of voluntary guidelines developed within APEC to promote open, transparent, and predictable investment regimes among member economies.
  • A. APEC Investment Facilitation Action Plan
    The APEC Investment Facilitation Action Plan is a regional initiative aimed at improving the transparency, efficiency, and predictability of investment environments across APEC economies to promote greater cross-border investment.
  • B. Agreement on Trade‑Related Investment Measures
    The Agreement on Trade-Related Investment Measures (TRIMs) is a World Trade Organization accord that disciplines investment measures affecting trade in goods, particularly by prohibiting certain performance requirements such as local content rules.
  • C. APEC Finance Ministers’ Process
    The APEC Finance Ministers’ Process is a key forum within APEC where finance ministers coordinate regional economic and financial policies, discuss macroeconomic and structural reform issues, and promote financial stability and integration among member economies.
  • D. APEC New Strategy for Structural Reform (ANSSR)
    The APEC New Strategy for Structural Reform (ANSSR) is a regional framework guiding APEC economies in implementing structural reforms to promote inclusive, balanced, and sustainable economic growth.
  • E. OECD Policy Framework for Investment
    The OECD Policy Framework for Investment is a comprehensive, non-binding tool developed by the OECD to help governments design and implement policies that promote quality investment and sustainable economic development.
  • 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_69e0b4cac7a48190a715cb3d545df2b4 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c26b06ac81909aef3b0a0ad79a33 completed April 21, 2026, 12:18 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08ef95f3d0819088cab88673d49c28 completed May 16, 2026, 10:28 p.m.
NEDg Description generation batch_6a08f015f37081909e7202a76a5814ea completed May 16, 2026, 10:30 p.m.
NED2 Entity disambiguation (via description) batch_6a08f07dfb208190b00ad28d62e21de4 completed May 16, 2026, 10:32 p.m.
Created at: April 16, 2026, 12:37 p.m.