Triple
T16774504
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CPLP institutions |
E407686
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
CPLP Network of Business Incubators
The CPLP Network of Business Incubators is a collaborative platform that connects and supports business incubators across Portuguese-speaking countries to foster entrepreneurship, innovation, and startup development.
|
E1234035
|
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: CPLP Network of Business Incubators | Statement: [CPLP institutions, hasMember, CPLP Network of Business Incubators]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: CPLP Network of Business Incubators Context triple: [CPLP institutions, hasMember, CPLP Network of Business Incubators]
-
A.
Centre for Entrepreneurship and Enterprise Development
The Centre for Entrepreneurship and Enterprise Development is an institute at the University of Maiduguri focused on fostering entrepreneurial skills, innovation, and small business development among students and the surrounding community.
-
B.
Centre for Entrepreneurship Development
The Centre for Entrepreneurship Development is a specialized unit of Savitribai Phule Pune University dedicated to fostering innovation, startup creation, and entrepreneurial skills among students and researchers.
-
C.
Hunter Centre for Entrepreneurship and Innovation
The Hunter Centre for Entrepreneurship and Innovation is a specialized academic and research hub focused on fostering entrepreneurial thinking, venture creation, and innovation within the business community.
-
D.
Working Party on SMEs and Entrepreneurship
The Working Party on SMEs and Entrepreneurship is an OECD body that develops analysis and policy guidance to support small and medium-sized enterprises and entrepreneurial activity across member countries.
-
E.
LUMS Center for Entrepreneurship
LUMS Center for Entrepreneurship is a startup incubation and acceleration hub at Lahore University of Management Sciences that supports early-stage entrepreneurs through mentorship, resources, and industry linkages.
- 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: CPLP Network of Business Incubators Triple: [CPLP institutions, hasMember, CPLP Network of Business Incubators]
Generated description
The CPLP Network of Business Incubators is a collaborative platform that connects and supports business incubators across Portuguese-speaking countries to foster entrepreneurship, innovation, and startup development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: CPLP Network of Business Incubators Target entity description: The CPLP Network of Business Incubators is a collaborative platform that connects and supports business incubators across Portuguese-speaking countries to foster entrepreneurship, innovation, and startup development.
-
A.
Centre for Entrepreneurship and Enterprise Development
The Centre for Entrepreneurship and Enterprise Development is an institute at the University of Maiduguri focused on fostering entrepreneurial skills, innovation, and small business development among students and the surrounding community.
-
B.
Centre for Entrepreneurship Development
The Centre for Entrepreneurship Development is a specialized unit of Savitribai Phule Pune University dedicated to fostering innovation, startup creation, and entrepreneurial skills among students and researchers.
-
C.
Hunter Centre for Entrepreneurship and Innovation
The Hunter Centre for Entrepreneurship and Innovation is a specialized academic and research hub focused on fostering entrepreneurial thinking, venture creation, and innovation within the business community.
-
D.
Working Party on SMEs and Entrepreneurship
The Working Party on SMEs and Entrepreneurship is an OECD body that develops analysis and policy guidance to support small and medium-sized enterprises and entrepreneurial activity across member countries.
-
E.
LUMS Center for Entrepreneurship
LUMS Center for Entrepreneurship is a startup incubation and acceleration hub at Lahore University of Management Sciences that supports early-stage entrepreneurs through mentorship, resources, and industry linkages.
- 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_69d8839270588190886720d9519bbf8f |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e3b038d0608190be15c758427bb664 |
completed | April 18, 2026, 4:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00aafc28c0819084ecd6e5be6adec9 |
completed | May 10, 2026, 3:57 p.m. |
| NEDg | Description generation | batch_6a00abfe035881909330d356bb497229 |
completed | May 10, 2026, 4:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00ac54a11c81909afe9244e9fe0656 |
completed | May 10, 2026, 4:03 p.m. |
Created at: April 10, 2026, 5:22 a.m.