Triple
T15545494
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | APEC Putrajaya Vision 2040 |
E370597
|
entity |
| Predicate | linkedTo |
P37
|
FINISHED |
| Object |
APEC 2020 Malaysia host year priorities
APEC 2020 Malaysia host year priorities were the thematic focus areas set by Malaysia to guide Asia-Pacific Economic Cooperation’s work in 2020, emphasizing inclusive economic participation, digital innovation, and sustainable growth in the region.
|
E1162979
|
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 2020 Malaysia host year priorities | Statement: [APEC Putrajaya Vision 2040, linkedTo, APEC 2020 Malaysia host year priorities]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: APEC 2020 Malaysia host year priorities Context triple: [APEC Putrajaya Vision 2040, linkedTo, APEC 2020 Malaysia host year priorities]
-
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 fora
APEC fora are the various committees, working groups, and expert bodies within the Asia-Pacific Economic Cooperation framework that develop and coordinate policies and initiatives across specific issue areas.
-
C.
Renewed APEC Agenda for Structural Reform (RAASR)
The Renewed APEC Agenda for Structural Reform (RAASR) is an APEC-wide policy framework that guides member economies in implementing structural reforms to promote sustainable, inclusive, and innovation-driven growth.
-
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.
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.
- 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 2020 Malaysia host year priorities Triple: [APEC Putrajaya Vision 2040, linkedTo, APEC 2020 Malaysia host year priorities]
Generated description
APEC 2020 Malaysia host year priorities were the thematic focus areas set by Malaysia to guide Asia-Pacific Economic Cooperation’s work in 2020, emphasizing inclusive economic participation, digital innovation, and sustainable growth in the region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: APEC 2020 Malaysia host year priorities Target entity description: APEC 2020 Malaysia host year priorities were the thematic focus areas set by Malaysia to guide Asia-Pacific Economic Cooperation’s work in 2020, emphasizing inclusive economic participation, digital innovation, and sustainable growth in the region.
-
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 fora
APEC fora are the various committees, working groups, and expert bodies within the Asia-Pacific Economic Cooperation framework that develop and coordinate policies and initiatives across specific issue areas.
-
C.
Renewed APEC Agenda for Structural Reform (RAASR)
The Renewed APEC Agenda for Structural Reform (RAASR) is an APEC-wide policy framework that guides member economies in implementing structural reforms to promote sustainable, inclusive, and innovation-driven growth.
-
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.
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.
- 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_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.