Triple
T485289
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | APEC Business Advisory Council |
E9861
|
entity |
| Predicate | hasWorkingGroup |
P1382
|
FINISHED |
| Object | SME and Entrepreneurship Working Group |
E11483
|
NE FINISHED |
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: SME and Entrepreneurship Working Group | Statement: [APEC Business Advisory Council, hasWorkingGroup, SME and Entrepreneurship Working Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: SME and Entrepreneurship Working Group Context triple: [APEC Business Advisory Council, hasWorkingGroup, SME and Entrepreneurship Working Group]
-
A.
APEC Working Groups
chosen
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.
-
B.
Small Business Development Center Program
The Small Business Development Center Program is a nationwide network of local centers that provide counseling, training, and technical assistance to help entrepreneurs start, grow, and manage small businesses.
-
C.
Directorate-General for Internal Market, Industry, Entrepreneurship and SMEs
The Directorate-General for Internal Market, Industry, Entrepreneurship and SMEs is the European Commission department responsible for EU policies that support a well-functioning single market, industrial competitiveness, and the growth of small and medium-sized enterprises.
-
D.
Institute for Business Innovation
The Institute for Business Innovation is a research and education center at UC Berkeley’s Haas School of Business that focuses on advancing knowledge and practice in innovation, entrepreneurship, and technology management.
-
E.
Council for Trade in Services
The Council for Trade in Services is a key WTO body responsible for overseeing the implementation of global rules and negotiations on international trade in services.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a2e802e2908190ab17c9479e0b6412 |
completed | Feb. 28, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69a2f0bb46788190b40182bf2a54f98f |
completed | Feb. 28, 2026, 1:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a471205b9081908e75db702e9b3530 |
completed | March 1, 2026, 5:02 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.