rename full record to gptkb_v2.0.1_full_record (align with the RDF cut); cite published papers

README.md

@@ -24,7 +24,7 @@ Two artifact lines, one knowledge base (snapshot `gpt51_270226`,
 | File | What it is |
 | --- | --- |
 | `gptkb_v2.0.1_rdf.nt.gz` | **Simplified RDF export — use this one.** |
-| `gptkb_v2.0_full_record/` | **The full six-term record**, as Parquet. |
+| `gptkb_v2.0.1_full_record/` | **The full six-term record**, as Parquet. |
 | `gptkb_v2.0_rdf.nt.gz` | Superseded interim RDF export, kept for citability. |
 
 ## Simplified RDF export (`gptkb_v2.0.1_rdf.nt.gz`)
@@ -81,7 +81,7 @@ gunzip -c gptkb_v2.0.1_rdf.nt.gz | head
 Load into a named graph of `<https://gptkb.org/gptkb>` to match the
 IRIs the file already carries.
 
-## The full record (`gptkb_v2.0_full_record/`)
+## The full record (`gptkb_v2.0.1_full_record/`)
 
 A fact in GPTKB v2 has **six** terms, not three: alongside the
 disambiguated subject, predicate and object, it records the *wording*
@@ -117,13 +117,13 @@ disambiguation evidence, and it is the point of the project.
 import duckdb
 con = duckdb.connect()
 con.sql("SELECT subject_label, predicate_label, object_label, object_id "
-        "FROM 'gptkb_v2.0_full_record/triples-*.parquet' "
+        "FROM 'gptkb_v2.0.1_full_record/triples-*.parquet' "
         "WHERE object_id = 'E14' LIMIT 10")
 ```
 
 ```python
 import pandas as pd
-entities = pd.read_parquet("gptkb_v2.0_full_record/entities.parquet")
+entities = pd.read_parquet("gptkb_v2.0.1_full_record/entities.parquet")
 ```
 
 All columns are nullable strings, faithful to the source; `created_at`
@@ -139,6 +139,8 @@ uses ID-based ones (`/entity/E0`); the two are not interchangeable.
 
 ## Citation
 
-A paper describing GPTKB v2 is in preparation. Please check
-[gptkb.org/publications](https://gptkb.org/publications/) for the
-current reference.
+The knowledge base is described in
+[arXiv:2608.03729](https://arxiv.org/abs/2608.03729) and its web
+interface in [arXiv:2608.06992](https://arxiv.org/abs/2608.06992);
+see [gptkb.org/publications](https://gptkb.org/publications/) for the
+current references and BibTeX.