Triple
T5343789
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | APEC Economic Committee |
E124002
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object |
APEC Finance Ministers’ Process
The APEC Finance Ministers’ Process is a key forum within APEC where finance ministers coordinate regional economic and financial policies, discuss macroeconomic and structural reform issues, and promote financial stability and integration among member economies.
|
E511372
|
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 Finance Ministers’ Process | Statement: [APEC Economic Committee, collaboratesWith, APEC Finance Ministers’ Process]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: APEC Finance Ministers’ Process Context triple: [APEC Economic Committee, collaboratesWith, APEC Finance Ministers’ Process]
-
A.
APEC Ministerial Meeting
The APEC Ministerial Meeting is a high-level gathering of foreign and trade ministers from Asia-Pacific Economic Cooperation member economies that sets priorities and prepares decisions for APEC leaders.
-
B.
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.
-
C.
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.
-
D.
APEC Economic Committee
The APEC Economic Committee is a key body within the Asia-Pacific Economic Cooperation that works to advance structural reform and improve the region’s economic and regulatory environment.
-
E.
APEC Working Groups
APEC Working Groups are specialized committees within the Asia-Pacific Economic Cooperation that coordinate member economies’ cooperation and policy initiatives across key sectors such as trade, energy, transportation, and human resources.
- 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 Finance Ministers’ Process Triple: [APEC Economic Committee, collaboratesWith, APEC Finance Ministers’ Process]
Generated description
The APEC Finance Ministers’ Process is a key forum within APEC where finance ministers coordinate regional economic and financial policies, discuss macroeconomic and structural reform issues, and promote financial stability and integration among member economies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: APEC Finance Ministers’ Process Target entity description: The APEC Finance Ministers’ Process is a key forum within APEC where finance ministers coordinate regional economic and financial policies, discuss macroeconomic and structural reform issues, and promote financial stability and integration among member economies.
-
A.
APEC Ministerial Meeting
The APEC Ministerial Meeting is a high-level gathering of foreign and trade ministers from Asia-Pacific Economic Cooperation member economies that sets priorities and prepares decisions for APEC leaders.
-
B.
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.
-
C.
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.
-
D.
APEC Economic Committee
The APEC Economic Committee is a key body within the Asia-Pacific Economic Cooperation that works to advance structural reform and improve the region’s economic and regulatory environment.
-
E.
APEC Working Groups
APEC Working Groups are specialized committees within the Asia-Pacific Economic Cooperation that coordinate member economies’ cooperation and policy initiatives across key sectors such as trade, energy, transportation, and human resources.
- 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.