docs: point provenance to distinct model Git repository

MODEL_CARD.md

@@ -27,7 +27,7 @@ training manifests are retained privately rather than redistributed.
 
 Since July 2026, a later JSON/NPZ successor from the InsectNet research family has operated as a conservative review-only head in the private field site's shared Perch 2 listener. That successor is `insectnet-dev2-field-probe`, bundle ID `ff8d28f5e8d0416eb63e7b958b6b950b69dd89a0baca0089f399b20cbc3c529f`, with field review threshold `0.9995`. Its exact checked bundle is now published as [InsectNet Research 0.3.0](https://huggingface.co/TheVortexProject/insectnet-research-0.3.0-perch2).
 
-The successor is a distinct artifact; it is not this joblib under another name. Its threshold crossings remain unconfirmed model assertions. Deployment does not transfer field-validation claims to this frozen public candidate. See the [living deployment contract](https://github.com/vortexpjeff/insectnet/blob/main/docs/LIVING_DEPLOYMENT.md).
+The successor is a distinct artifact; it is not this joblib under another name. Its threshold crossings remain unconfirmed model assertions. Deployment does not transfer field-validation claims to this frozen public candidate. See the [living deployment contract](https://github.com/vortexpjeff/insectnet-perch2#release-identity).
 
 ## Outputs
 
@@ -118,7 +118,7 @@ of these activations can be called errors. No private paths or audio are include
 
 ```python
 import joblib
-from insectnet.candidate import active_labels, predict_candidate
+from insectnet_perch2.candidate import active_labels, predict_candidate
 
 package = joblib.load("insectnet-research-0.2.0-perch2.joblib")
 embedding = ...  # shape (N, 1536), from the verified Perch 2 feature contract
@@ -165,3 +165,7 @@ Source summaries, retained-private manifest hashes, metrics, and challenge repor
 included beside the artifact. The public bundle supports artifact/summary consistency
 checks but cannot independently reconstruct every row or split assignment without the
 retained private manifests and source audio.
+
+## Git source
+
+This historical Perch 2 artifact belongs to the [InsectNet Perch 2 repository](https://github.com/vortexpjeff/insectnet-perch2); it is not part of the legacy BirdNET-logit InsectNet repository.

README.md

@@ -27,7 +27,7 @@ training manifests are retained privately rather than redistributed.
 
 Since July 2026, a later JSON/NPZ successor from the InsectNet research family has operated as a conservative review-only head in the private field site's shared Perch 2 listener. That successor is `insectnet-dev2-field-probe`, bundle ID `ff8d28f5e8d0416eb63e7b958b6b950b69dd89a0baca0089f399b20cbc3c529f`, with field review threshold `0.9995`. Its exact checked bundle is now published as [InsectNet Research 0.3.0](https://huggingface.co/TheVortexProject/insectnet-research-0.3.0-perch2).
 
-The successor is a distinct artifact; it is not this joblib under another name. Its threshold crossings remain unconfirmed model assertions. Deployment does not transfer field-validation claims to this frozen public candidate. See the [living deployment contract](https://github.com/vortexpjeff/insectnet/blob/main/docs/LIVING_DEPLOYMENT.md).
+The successor is a distinct artifact; it is not this joblib under another name. Its threshold crossings remain unconfirmed model assertions. Deployment does not transfer field-validation claims to this frozen public candidate. See the [living deployment contract](https://github.com/vortexpjeff/insectnet-perch2#release-identity).
 
 ## Outputs
 
@@ -118,7 +118,7 @@ of these activations can be called errors. No private paths or audio are include
 
 ```python
 import joblib
-from insectnet.candidate import active_labels, predict_candidate
+from insectnet_perch2.candidate import active_labels, predict_candidate
 
 package = joblib.load("insectnet-research-0.2.0-perch2.joblib")
 embedding = ...  # shape (N, 1536), from the verified Perch 2 feature contract
@@ -165,3 +165,7 @@ Source summaries, retained-private manifest hashes, metrics, and challenge repor
 included beside the artifact. The public bundle supports artifact/summary consistency
 checks but cannot independently reconstruct every row or split assignment without the
 retained private manifests and source audio.
+
+## Git source
+
+This historical Perch 2 artifact belongs to the [InsectNet Perch 2 repository](https://github.com/vortexpjeff/insectnet-perch2); it is not part of the legacy BirdNET-logit InsectNet repository.

SHA256SUMS

@@ -1,4 +1,5 @@
-f6d4769edcb0bc496c362e1e04de8adf0324268f9d219a7aeac07a8c1f82c8fd  MODEL_CARD.md
+ea3117919a40f0cfd5b668c37e18135f1586b8378670fa9a44378788e5c9d387  MODEL_CARD.md
+ea3117919a40f0cfd5b668c37e18135f1586b8378670fa9a44378788e5c9d387  README.md
 ac232f6b38d99625addefb77beaedbeb22b7a31aaaf7a91bafc245eb3f74dc9d  inat_dog_negative_challenge_report.json
 27bf603a6dec2df2789b3bf9241f5e035ccdea5909c4ecf252623ff9304afe32  insectnet-research-0.2.0-perch2.joblib
 97996c1e74848dd931e97c4063d34aeb56ef5e3cf0af6e3c8e28acd61eb72fa5  private_local_frog_activation_report.json