Triple
T15545481
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | APEC Putrajaya Vision 2040 |
E370597
|
entity |
| Predicate | implementsThrough |
P1417
|
FINISHED |
| Object |
APEC Putrajaya Vision 2040 Implementation Plan
The APEC Putrajaya Vision 2040 Implementation Plan is the strategic roadmap that outlines concrete actions, timelines, and cooperative measures for APEC economies to achieve the long-term goals of the APEC Putrajaya Vision 2040.
|
E370597
|
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 Putrajaya Vision 2040 Implementation Plan | Statement: [APEC Putrajaya Vision 2040, implementsThrough, APEC Putrajaya Vision 2040 Implementation Plan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: APEC Putrajaya Vision 2040 Implementation Plan Context triple: [APEC Putrajaya Vision 2040, implementsThrough, APEC Putrajaya Vision 2040 Implementation Plan]
-
A.
APEC Putrajaya Vision 2040
APEC Putrajaya Vision 2040 is the long-term blueprint adopted by APEC economies to guide regional cooperation toward an open, dynamic, resilient and peaceful Asia-Pacific community by the year 2040.
-
B.
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.
-
C.
APEC Supply Chain Connectivity Framework Action Plan
The APEC Supply Chain Connectivity Framework Action Plan is a regional initiative aimed at reducing trade barriers and improving the efficiency and reliability of supply chains among APEC member economies.
-
D.
ASEAN Economic Community Blueprint 2015
ASEAN Economic Community Blueprint 2015 is a strategic roadmap adopted by ASEAN member states to guide the establishment of a single market and production base, aiming to deepen regional economic integration by 2015.
-
E.
APEC Trade Facilitation Action Plan
The APEC Trade Facilitation Action Plan is a regional initiative aimed at reducing trade transaction costs and simplifying customs and business procedures among APEC member economies to promote freer and more efficient trade.
- 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 Putrajaya Vision 2040 Implementation Plan Triple: [APEC Putrajaya Vision 2040, implementsThrough, APEC Putrajaya Vision 2040 Implementation Plan]
Generated description
The APEC Putrajaya Vision 2040 Implementation Plan is the strategic roadmap that outlines concrete actions, timelines, and cooperative measures for APEC economies to achieve the long-term goals of the APEC Putrajaya Vision 2040.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: APEC Putrajaya Vision 2040 Implementation Plan Target entity description: The APEC Putrajaya Vision 2040 Implementation Plan is the strategic roadmap that outlines concrete actions, timelines, and cooperative measures for APEC economies to achieve the long-term goals of the APEC Putrajaya Vision 2040.
-
A.
APEC Putrajaya Vision 2040
chosen
APEC Putrajaya Vision 2040 is the long-term blueprint adopted by APEC economies to guide regional cooperation toward an open, dynamic, resilient and peaceful Asia-Pacific community by the year 2040.
-
B.
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.
-
C.
APEC Supply Chain Connectivity Framework Action Plan
The APEC Supply Chain Connectivity Framework Action Plan is a regional initiative aimed at reducing trade barriers and improving the efficiency and reliability of supply chains among APEC member economies.
-
D.
ASEAN Economic Community Blueprint 2015
ASEAN Economic Community Blueprint 2015 is a strategic roadmap adopted by ASEAN member states to guide the establishment of a single market and production base, aiming to deepen regional economic integration by 2015.
-
E.
APEC Trade Facilitation Action Plan
The APEC Trade Facilitation Action Plan is a regional initiative aimed at reducing trade transaction costs and simplifying customs and business procedures among APEC member economies to promote freer and more efficient trade.
- F. None of above.
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_69d85cc521a08190921fb50319dddc34 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e0443410408190a249889edcd9c599 |
completed | April 16, 2026, 2:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff455a38188190a593c70be09d6103 |
completed | May 9, 2026, 2:31 p.m. |
| NEDg | Description generation | batch_69ff45dbc9dc8190b3cac64e4a418aa3 |
completed | May 9, 2026, 2:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff464571808190bfe7ef3a33d246f1 |
completed | May 9, 2026, 2:35 p.m. |
Created at: April 10, 2026, 4:07 a.m.