Triple
T5343756
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Committee on Trade and Investment |
E124001
|
entity |
| Predicate | supportsProgram |
P178
|
FINISHED |
| Object |
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.
|
E511369
|
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 Competitiveness Roadmap | Statement: [Committee on Trade and Investment, supportsProgram, APEC Services Competitiveness Roadmap]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: APEC Services Competitiveness Roadmap Context triple: [Committee on Trade and Investment, supportsProgram, APEC Services Competitiveness Roadmap]
-
A.
APEC Policy Partnership on SMEs
The APEC Policy Partnership on SMEs is a public–private forum within APEC that develops and coordinates policies to support the growth, innovation, and internationalization of small and medium-sized enterprises across the Asia-Pacific region.
-
B.
APEC Policy Partnership on Science, Technology and Innovation
The APEC Policy Partnership on Science, Technology and Innovation is a public–private forum within APEC that promotes collaborative policies and initiatives to advance science, technology, and innovation-driven growth across member economies.
-
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 Policy Support Unit
The APEC Policy Support Unit is the research and analysis arm of APEC that provides policy-relevant studies and data to support regional economic cooperation and decision-making.
-
E.
APEC Policy Partnership on Women and the Economy
The APEC Policy Partnership on Women and the Economy is a public–private forum within APEC that advances policies and initiatives to promote women’s economic empowerment and inclusive growth across the Asia-Pacific region.
- 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 Competitiveness Roadmap Triple: [Committee on Trade and Investment, supportsProgram, APEC Services Competitiveness Roadmap]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: APEC Services Competitiveness Roadmap Target entity description: 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.
-
A.
APEC Policy Partnership on SMEs
The APEC Policy Partnership on SMEs is a public–private forum within APEC that develops and coordinates policies to support the growth, innovation, and internationalization of small and medium-sized enterprises across the Asia-Pacific region.
-
B.
APEC Policy Partnership on Science, Technology and Innovation
The APEC Policy Partnership on Science, Technology and Innovation is a public–private forum within APEC that promotes collaborative policies and initiatives to advance science, technology, and innovation-driven growth across member economies.
-
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 Policy Support Unit
The APEC Policy Support Unit is the research and analysis arm of APEC that provides policy-relevant studies and data to support regional economic cooperation and decision-making.
-
E.
APEC Policy Partnership on Women and the Economy
The APEC Policy Partnership on Women and the Economy is a public–private forum within APEC that advances policies and initiatives to promote women’s economic empowerment and inclusive growth across the Asia-Pacific region.
- 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_69bd464be27081908807b40b75c1bbae |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd85e86edc81908d87933db6489f91 |
completed | March 20, 2026, 5:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf18ce6aac819093b36992303c5b1c |
completed | March 21, 2026, 10:16 p.m. |
| NEDg | Description generation | batch_69bf198574ec8190b4e142c6c783f377 |
completed | March 21, 2026, 10:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf19e2d1fc81909030e32bb18d46dc |
completed | March 21, 2026, 10:21 p.m. |
Created at: March 20, 2026, 2:01 p.m.