Bhārata Strata · Maharashtra · Dharashiv · morphological twins
Places like cell 4880006262
The MH-36 locality cells most similar to this Dharashiv cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.
Twins found
18
across 3 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.132
lower = more alike (weighted)
The twins, closest first
#1 · Ahmednagarcell 4660000953
distance 0.132 · cross-district
#2 · Dharashivcell 4880005798
distance 0.139
#3 · Ahmednagarcell 4660001613
distance 0.148 · cross-district
#4 · Dharashivcell 4880005962
distance 0.159
#5 · Dharashivcell 4880005879
distance 0.159
#6 · Dharashivcell 4880004749
distance 0.174
#7 · Dharashivcell 4880005709
distance 0.185
#8 · Beedcell 4700002846
distance 0.195 · cross-district
#9 · Dharashivcell 4880006109
distance 0.195
#10 · Beedcell 4700008046
distance 0.201 · cross-district
#11 · Dharashivcell 4880005046
distance 0.203
#12 · Dharashivcell 4880004163
distance 0.206
#13 · Beedcell 4700001387
distance 0.207 · cross-district
#14 · Beedcell 4700002009
distance 0.215 · cross-district
#15 · Ahmednagarcell 4660001718
distance 0.217 · cross-district
#16 · Dharashivcell 4880004666
distance 0.217
#17 · Ahmednagarcell 4660001136
distance 0.219 · cross-district
#18 · Beedcell 4700002168
distance 0.219 · cross-district
witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.
Re-witness these twins
curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
-H 'Accept: application/json, text/event-stream' \
-d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
"arguments":{"admin_code":488,"cluster_id":4880006262}}}'Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.