Triple
T20776757
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | APEC New Strategy for Structural Reform |
E511373
|
entity |
| Predicate | supports |
P516
|
FINISHED |
| Object |
APEC Bogor Goals of free and open trade and investment
The APEC Bogor Goals of free and open trade and investment are a set of long-term commitments by APEC economies to achieve liberalized, barrier-free trade and investment in the Asia-Pacific region within agreed timeframes.
|
E1449540
|
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 Bogor Goals of free and open trade and investment | Statement: [APEC New Strategy for Structural Reform, supports, APEC Bogor Goals of free and open trade and investment]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: APEC Bogor Goals of free and open trade and investment Context triple: [APEC New Strategy for Structural Reform, supports, APEC Bogor Goals of free and open trade and investment]
-
A.
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.
-
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 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.
-
D.
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.
-
E.
APEC Committee on Trade and Investment
The APEC Committee on Trade and Investment is a key APEC body that works to promote regional economic integration by advancing trade and investment liberalization, facilitation, and related policy cooperation among member economies.
- 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 Bogor Goals of free and open trade and investment Triple: [APEC New Strategy for Structural Reform, supports, APEC Bogor Goals of free and open trade and investment]
Generated description
The APEC Bogor Goals of free and open trade and investment are a set of long-term commitments by APEC economies to achieve liberalized, barrier-free trade and investment in the Asia-Pacific region within agreed timeframes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: APEC Bogor Goals of free and open trade and investment Target entity description: The APEC Bogor Goals of free and open trade and investment are a set of long-term commitments by APEC economies to achieve liberalized, barrier-free trade and investment in the Asia-Pacific region within agreed timeframes.
-
A.
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.
-
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 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.
-
D.
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.
-
E.
APEC Committee on Trade and Investment
The APEC Committee on Trade and Investment is a key APEC body that works to promote regional economic integration by advancing trade and investment liberalization, facilitation, and related policy cooperation among member economies.
- 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_69e6c26bbe108190bb7c3e5b416e44fe |
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.