TASK DEFINITION: Given the following Catalan sentence, indicate the name entities (i.e., the real-world objects such as a person, location, organization, etc. that can be denoted with a proper name) such as 'New York Times'.  For each words of a named-entity, indicate their type 'LOC' or 'ORG' or 'PER', where 'LOC' indicates a location entity (such as 'New York City', 'ORG' indicates the token of an organization (such as 'Amazon'), 'PER' indicates the tokens of a person entity (such as 'Jeff Bezos'). Named entities with other types should be indicated with 'MISC'. To indicate boundaries of an entity, use IOB (Inside-Output-Begin) prefixes. The B- prefix before a tag indicates that the word is the beginning of a named entity. The I- prefix indicates that the word is inside a bigger chunk. For example, you can break 'New York' to 'New' and 'York.' and tag them as 'B-LOC' and 'I-LOC'. Any token that doesn't belong to a named entity must be tagged with 'O'. 
PROBLEM: En concret , sobre la demanda de l' estació , l' informe recull que actualment a la Regió Metropolitana de Barcelona es produeixen 50 milions de desplaçaments a l' any , tant d' entrada com de sortida .

SOLUTION: En (O) concret (O) , (O) sobre (O) la (O) demanda (O) de (O) l' (O) estació (O) , (O) l' (O) informe (O) recull (O) que (O) actualment (O) a (O) la (O) Regió (B-LOC) Metropolitana (I-LOC) de (I-LOC) Barcelona (I-LOC) es (O) produeixen (O) 50 (O) milions (O) de (O) desplaçaments (O) a (O) l' (O) any (O) , (O) tant (O) d' (O) entrada (O) com (O) de (O) sortida (O) . (O)

PROBLEM: Segons el president del Consell Comarcal , Agustí Redó , la mineria , que ocupa directament unes 1.300 persones , és un sector estratègic al Bages i per tant , el Consell ha d' assumir les seves responsabilitats i exercir com a mitjancer en el cas que hi hagi situacions conflictives que amenacin una part important de la societat del Bages .

SOLUTION: Segons (O) el (O) president (O) del (O) Consell (B-ORG) Comarcal (I-ORG) , (O) Agustí (B-PER) Redó (I-PER) , (O) la (O) mineria (O) , (O) que (O) ocupa (O) directament (O) unes (O) 1.300 (O) persones (O) , (O) és (O) un (O) sector (O) estratègic (O) al (O) Bages (B-LOC) i (O) per (O) tant (O) , (O) el (O) Consell (B-ORG) ha (O) d' (O) assumir (O) les (O) seves (O) responsabilitats (O) i (O) exercir (O) com (O) a (O) mitjancer (O) en (O) el (O) cas (O) que (O) hi (O) hagi (O) situacions (O) conflictives (O) que (O) amenacin (O) una (O) part (O) important (O) de (O) la (O) societat (O) del (O) Bages (B-LOC) . (O)

PROBLEM: El 65 per cent es destinarà a equipaments públics , vialitat i zones verdes , mentre que el 35 per cent restant serà de titularitat privada .

SOLUTION:
El (O) 65 (O) per (O) cent (O) es (O) destinarà (O) a (O) equipaments (O) públics (O) , (O) vialitat (O) i (O) zones (O) verdes (O) , (O) mentre (O) que (O) el (O) 35 (O) per (O) cent (O) restant (O) serà (O) de (O) titularitat (O) privada (O) . (O)