Triple
T20776548
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | APEC Trade Facilitation Action Plan |
E511368
|
entity |
| Predicate | isAlignedWith |
P2830
|
FINISHED |
| Object |
APEC Trade and Investment Liberalization and Facilitation agenda
The APEC Trade and Investment Liberalization and Facilitation agenda is a regional framework aimed at progressively reducing barriers to trade and investment among APEC economies to promote economic integration and growth.
|
E1449530
|
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 Trade and Investment Liberalization and Facilitation agenda | Statement: [APEC Trade Facilitation Action Plan, isAlignedWith, APEC Trade and Investment Liberalization and Facilitation agenda]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: APEC Trade and Investment Liberalization and Facilitation agenda Context triple: [APEC Trade Facilitation Action Plan, isAlignedWith, APEC Trade and Investment Liberalization and Facilitation agenda]
-
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.
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 Osaka Action Agenda
The APEC Osaka Action Agenda is a comprehensive framework adopted by APEC economies in 1995 to guide the realization of free and open trade and investment in the Asia-Pacific region through liberalization, facilitation, and economic cooperation.
-
D.
APEC Services Cooperation Framework
The APEC Services Cooperation Framework is a strategic initiative within the Asia-Pacific Economic Cooperation aimed at enhancing regional collaboration, policy coherence, and capacity building to boost the development and competitiveness of the services sector across member economies.
-
E.
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.
- 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 Trade and Investment Liberalization and Facilitation agenda Triple: [APEC Trade Facilitation Action Plan, isAlignedWith, APEC Trade and Investment Liberalization and Facilitation agenda]
Generated description
The APEC Trade and Investment Liberalization and Facilitation agenda is a regional framework aimed at progressively reducing barriers to trade and investment among APEC economies to promote economic integration and growth.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: APEC Trade and Investment Liberalization and Facilitation agenda Target entity description: The APEC Trade and Investment Liberalization and Facilitation agenda is a regional framework aimed at progressively reducing barriers to trade and investment among APEC economies to promote economic integration and growth.
-
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.
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 Osaka Action Agenda
chosen
The APEC Osaka Action Agenda is a comprehensive framework adopted by APEC economies in 1995 to guide the realization of free and open trade and investment in the Asia-Pacific region through liberalization, facilitation, and economic cooperation.
-
D.
APEC Services Cooperation Framework
The APEC Services Cooperation Framework is a strategic initiative within the Asia-Pacific Economic Cooperation aimed at enhancing regional collaboration, policy coherence, and capacity building to boost the development and competitiveness of the services sector across member economies.
-
E.
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.
- 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_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_6a08f8b6b01c8190b2d1ed54e8e75cf7 |
completed | May 16, 2026, 11:07 p.m. |
| NEDg | Description generation | batch_6a08fa2628e0819083493dce1d7e025c |
completed | May 16, 2026, 11:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08fab84ff0819092dfffe909d82cf8 |
completed | May 16, 2026, 11:16 p.m. |
Created at: April 16, 2026, 12:37 p.m.