Clarify that the dissertation manuscript is unpublished and submitted for evaluation

README.md

@@ -19,7 +19,7 @@ tags:
 
 This is a Sentence Transformers bi-encoder adapted by **[Saša Petalinkar](https://orcid.org/0009-0007-9664-3594)** from [intfloat/multilingual-e5-large](https://huggingface.co/intfloat/multilingual-e5-large) for **Serbian word-sense candidate ranking**. Given a sentence context and externally supplied candidate definitions, it ranks the candidates by cosine similarity. Its experiment preset is `mling`.
 
-This checkpoint accompanies **Saša Z. Petalinkar's doctoral dissertation (University of Belgrade, 2026)**. The distillation method is described in **Section 3.4**, and the experiment results are reported in **Section 5.8**. See [Thesis and citation](#thesis-and-citation) for the full reference.
+This model accompanies Saša Z. Petalinkar’s unpublished doctoral dissertation manuscript, submitted for evaluation at the University of Belgrade in 2026. The methodology and reported results are described in Sections 3.4 and 5.8. See [Thesis and citation](#thesis-and-citation) for the full reference.
 
 ## Model and intended use
 
@@ -126,7 +126,7 @@ The checksum identifies the released weight file. Training corpora and external
 
 ## Thesis and citation
 
-[Saša Z. Petalinkar](https://orcid.org/0009-0007-9664-3594) (2026). *Machine Learning and Large Language Models in the Development of Semantic Networks and Their Application in Automatic Text Understanding*. Doctoral dissertation manuscript, University of Belgrade. Written in Serbian.
+[Saša Z. Petalinkar](https://orcid.org/0009-0007-9664-3594) (2026). *Machine Learning and Large Language Models in the Development of Semantic Networks and Their Application in Automatic Text Understanding*. Unpublished doctoral dissertation manuscript, submitted for evaluation at the University of Belgrade. Written in Serbian.
 
 Original title: *Машинско учење и велики језички модели у развоју семантичких мрежа и њиховој примени на аутоматско разумевање текста*.
 
@@ -141,7 +141,7 @@ The manuscript does not currently have a public URL or DOI. The [public software
   author = {Petalinkar, Saša Z.},
   title = {Машинско учење и велики језички модели у развоју семантичких мрежа и њиховој примени на аутоматско разумевање текста},
   year = {2026},
-  note = {Doctoral dissertation manuscript, University of Belgrade. Sections 3.4 and 5.8; Table 5-16},
+  note = {Unpublished doctoral dissertation manuscript, submitted for evaluation at the University of Belgrade. Sections 3.4 and 5.8; Table 5-16},
   language = {Serbian}
 }
 ```

provenance.json

@@ -65,7 +65,7 @@
     "title_english": "Machine Learning and Large Language Models in the Development of Semantic Networks and Their Application in Automatic Text Understanding",
     "institution": "University of Belgrade",
     "year": 2026,
-    "document_type": "doctoral dissertation manuscript",
+    "document_type": "unpublished doctoral dissertation manuscript",
     "language": "Serbian",
     "method_section": "3.4",
     "method_section_title": "Разрешење значења речи – дестилација",
@@ -74,10 +74,11 @@
     "results_table": "5-16",
     "model_mapping_table": "5-10",
     "public_url": null,
-    "doi": null
+    "doi": null,
+    "status": "submitted for evaluation; not yet defended"
   },
   "reported_round2_result_source": {
-    "type": "doctoral dissertation manuscript and retained experiment summary",
+    "type": "submitted, unpublished doctoral dissertation manuscript and retained experiment summary",
     "dissertation_section": "5.8",
     "dissertation_table": "5-16",
     "evaluation_rerun_for_hub_release": false,