Triple
T20776112
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | APEC Investment Experts Group |
E511357
|
entity |
| Predicate | worksOn |
P3
|
FINISHED |
| Object | APEC Investment Facilitation Action Plan |
—
|
NE NERFINISHED |
How this triple was built (2 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 Investment Facilitation Action Plan | Statement: [APEC Investment Experts Group, worksOn, APEC Investment Facilitation Action Plan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: APEC Investment Facilitation Action Plan Context triple: [APEC Investment Experts Group, worksOn, APEC Investment Facilitation Action Plan]
-
A.
APEC Investment Facilitation Action Plan
chosen
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.
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.
-
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.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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. |
Created at: April 16, 2026, 12:37 p.m.