Triple
T20776567
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | APEC Services Competitiveness Roadmap |
E511369
|
entity |
| Predicate | linkedTo |
P37
|
FINISHED |
| Object |
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.
|
E1449532
|
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 Services Cooperation Framework | Statement: [APEC Services Competitiveness Roadmap, linkedTo, APEC Services Cooperation Framework]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: APEC Services Cooperation Framework Context triple: [APEC Services Competitiveness Roadmap, linkedTo, APEC Services Cooperation Framework]
-
A.
APEC Services Competitiveness Roadmap
The APEC Services Competitiveness Roadmap is a strategic framework adopted by APEC economies to enhance the efficiency, openness, and competitiveness of services sectors across the Asia-Pacific region by 2025.
-
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 Framework Agreement on Services
The ASEAN Framework Agreement on Services is a regional accord that aims to progressively liberalize trade in services among ASEAN member states to promote economic integration and competitiveness.
-
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 Services Cooperation Framework Triple: [APEC Services Competitiveness Roadmap, linkedTo, APEC Services Cooperation Framework]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: APEC Services Cooperation Framework Target entity description: 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.
-
A.
APEC Services Competitiveness Roadmap
The APEC Services Competitiveness Roadmap is a strategic framework adopted by APEC economies to enhance the efficiency, openness, and competitiveness of services sectors across the Asia-Pacific region by 2025.
-
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 Framework Agreement on Services
The ASEAN Framework Agreement on Services is a regional accord that aims to progressively liberalize trade in services among ASEAN member states to promote economic integration and competitiveness.
-
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
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.