Triple
T20776552
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | APEC Services Competitiveness Roadmap |
E511369
|
entity |
| Predicate | fullName |
P16
|
FINISHED |
| Object | APEC Services Competitiveness Roadmap 2016–2025 |
—
|
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 Services Competitiveness Roadmap 2016–2025 | Statement: [APEC Services Competitiveness Roadmap, fullName, APEC Services Competitiveness Roadmap 2016–2025]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: APEC Services Competitiveness Roadmap 2016–2025 Context triple: [APEC Services Competitiveness Roadmap, fullName, APEC Services Competitiveness Roadmap 2016–2025]
-
A.
APEC Services Competitiveness Roadmap
chosen
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 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.
-
C.
APEC Connectivity Blueprint
The APEC Connectivity Blueprint is a strategic framework adopted by APEC economies to enhance regional integration by improving physical, institutional, and people-to-people connectivity across the Asia-Pacific region.
-
D.
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.
-
E.
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.
- 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_69e6c26bbe108190bb7c3e5b416e44fe |
completed | April 21, 2026, 12:18 a.m. |
Created at: April 16, 2026, 12:37 p.m.