Bhārata Strata · Maharashtra · Dharashiv · morphological twins
Places like cell 4880004471
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 5 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.16
lower = more alike (weighted)
The twins, closest first
#1 · Ahmednagarcell 4660001215
distance 0.16 · cross-district
#2 · Solapurcell 4960012506
distance 0.162 · cross-district
#3 · Dharashivcell 4880005132
distance 0.168
#4 · Ahmednagarcell 4660000943
distance 0.169 · cross-district
#5 · Ahmednagarcell 4660001123
distance 0.183 · cross-district
#6 · Ahmednagarcell 4660000945
distance 0.185 · cross-district
#7 · Solapurcell 4960005712
distance 0.185 · cross-district
#8 · Ahmednagarcell 4660001303
distance 0.188 · cross-district
#9 · Solapurcell 4960007449
distance 0.19 · cross-district
#10 · Ahmednagarcell 4660000701
distance 0.192 · cross-district
#11 · Ahmednagarcell 4660001690
distance 0.194 · cross-district
#12 · Ahmednagarcell 4660000855
distance 0.196 · cross-district
#13 · Beedcell 4700007012
distance 0.198 · cross-district
#14 · Solapurcell 4960012477
distance 0.206 · cross-district
#15 · Solapurcell 4960012601
distance 0.208 · cross-district
#16 · Sanglicell 4930001897
distance 0.209 · cross-district
#17 · Ahmednagarcell 4660001482
distance 0.211 · cross-district
#18 · Solapurcell 4960012545
distance 0.212 · 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":4880004471}}}'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.