Triple
T23300067
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Forbes 30 Under 30 Europe – Industry |
E590276
|
entity |
| Predicate | hasCategoryPeer |
P16969
|
FINISHED |
| Object |
Forbes 30 Under 30 Europe – Finance
Forbes 30 Under 30 Europe – Finance is an annual Forbes list recognizing outstanding young innovators, entrepreneurs, and leaders shaping the financial sector across Europe.
|
E1581568
|
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: Forbes 30 Under 30 Europe – Finance | Statement: [Forbes 30 Under 30 Europe – Industry, hasCategoryPeer, Forbes 30 Under 30 Europe – Finance]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Forbes 30 Under 30 Europe – Finance Context triple: [Forbes 30 Under 30 Europe – Industry, hasCategoryPeer, Forbes 30 Under 30 Europe – Finance]
-
A.
Forbes 30 Under 30 Europe – Industry
Forbes 30 Under 30 Europe – Industry is a prestigious annual list by Forbes recognizing young European innovators and leaders transforming industrial sectors such as manufacturing, energy, and engineering.
-
B.
Forbes 30 Under 30 (technology)
Forbes 30 Under 30 (technology) is an annual Forbes list highlighting young innovators and leaders transforming the technology industry before the age of 30.
-
C.
Forbes 40 Under 40 honoree
Forbes 40 Under 40 honoree is a recognition given by Forbes magazine to young leaders and innovators under the age of 40 who have made significant impact in their industries.
-
D.
Fortune 40 Under 40 list
The Fortune 40 Under 40 list is an annual ranking highlighting influential and emerging leaders under the age of 40 across business, technology, finance, and other key industries.
-
E.
Inc. Magazine 30 Under 30
Inc. Magazine 30 Under 30 is a business-focused list that highlights young entrepreneurs and innovators under the age of 30 who are making significant impact in their industries.
- 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: Forbes 30 Under 30 Europe – Finance Triple: [Forbes 30 Under 30 Europe – Industry, hasCategoryPeer, Forbes 30 Under 30 Europe – Finance]
Generated description
Forbes 30 Under 30 Europe – Finance is an annual Forbes list recognizing outstanding young innovators, entrepreneurs, and leaders shaping the financial sector across Europe.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Forbes 30 Under 30 Europe – Finance Target entity description: Forbes 30 Under 30 Europe – Finance is an annual Forbes list recognizing outstanding young innovators, entrepreneurs, and leaders shaping the financial sector across Europe.
-
A.
Forbes 30 Under 30 Europe – Industry
Forbes 30 Under 30 Europe – Industry is a prestigious annual list by Forbes recognizing young European innovators and leaders transforming industrial sectors such as manufacturing, energy, and engineering.
-
B.
Forbes 30 Under 30 (technology)
Forbes 30 Under 30 (technology) is an annual Forbes list highlighting young innovators and leaders transforming the technology industry before the age of 30.
-
C.
Forbes 40 Under 40 honoree
Forbes 40 Under 40 honoree is a recognition given by Forbes magazine to young leaders and innovators under the age of 40 who have made significant impact in their industries.
-
D.
Fortune 40 Under 40 list
The Fortune 40 Under 40 list is an annual ranking highlighting influential and emerging leaders under the age of 40 across business, technology, finance, and other key industries.
-
E.
Inc. Magazine 30 Under 30
Inc. Magazine 30 Under 30 is a business-focused list that highlights young entrepreneurs and innovators under the age of 30 who are making significant impact in their industries.
- 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_69e25d1c0ecc8190a355aa229f06d0e0 |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f196d2b5dc819084b4d0290184de62 |
completed | April 29, 2026, 5:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c4c950f30819090432d04c6abf51d |
completed | May 19, 2026, 11:42 a.m. |
| NEDg | Description generation | batch_6a0c4ef9dcc48190b0c0ca52555f5490 |
completed | May 19, 2026, 11:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c506b25ec819084b9522fa827abe7 |
completed | May 19, 2026, 11:58 a.m. |
Created at: April 17, 2026, 5:04 p.m.