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.