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specificswhat

Specificswhat is a term used in information organization to denote a precise, unambiguous specification of the attributes that identify a single entity within a defined domain. It functions as a minimal descriptor that distinguishes the target from all relevant references. The concept emphasizes specificity and completeness without including extraneous detail.

A specificswhat consists of a structured set of attribute-value pairs. Each attribute is chosen for its discriminatory

Examples include a library catalog entry in which the specificswhat for a book includes the exact title,

Applications span search interfaces, cataloging, data integration, entity resolution, and natural language processing tasks that require

Limitations include the need for standardized attribute definitions, potential brittleness when domains evolve, and privacy considerations

power,
and
the
collection
together
constitutes
a
unique
fingerprint
for
the
item.
In
practice,
the
specificswhat
should
be
stable
over
time
and
machine-readable,
enabling
reliable
matching
across
datasets.
author,
edition,
publisher,
year,
and
ISBN;
in
product
databases,
a
specificswhat
might
include
model
number,
color,
size,
and
serial
number.
The
idea
is
to
provide
a
reproducible,
queryable
signature
that
uniquely
identifies
the
item
within
its
domain.
precise
disambiguation.
The
concept
is
closely
related
to,
yet
distinct
from,
traditional
unique
identifiers,
disambiguation
procedures,
and
feature-vector
representations
used
in
classification
and
retrieval
systems.
if
sensitive
attributes
are
included.
The
term
appears
in
experimental
knowledge-management
and
data-modeling
discussions
and
does
not
correspond
to
a
single
formal
standard.