Skip to content
GridRock
Connect over MCP
Cube coverageMH-362,64,583 clusters × 492Pan-India653 districts × 39reference →
Bhārata Strata · Maharashtra · Solapur · morphological twins

Places like cell 4960003521

The MH-36 locality cells most similar to this Solapur 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 4 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.122
lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960003655
distance 0.122
#2 · Solapurcell 4960002832
distance 0.148
#3 · Solapurcell 4960002975
distance 0.156
#4 · Solapurcell 4960003661
distance 0.175
#5 · Solapurcell 4960010279
distance 0.176
#6 · Solapurcell 4960010364
distance 0.187
#7 · Chhatrapati Sambhajinagarcell 4690006072
distance 0.194 · cross-district
#8 · Nagpurcell 4840004329
distance 0.196 · cross-district
#9 · Solapurcell 4960009213
distance 0.196
#10 · Solapurcell 4960009947
distance 0.197
#11 · Solapurcell 4960007839
distance 0.205
#12 · Solapurcell 4960001662
distance 0.206
#13 · Solapurcell 4960009003
distance 0.206
#14 · Dharashivcell 4880003991
distance 0.207 · cross-district
#15 · Chhatrapati Sambhajinagarcell 4690006233
distance 0.207 · cross-district
#16 · Solapurcell 4960003398
distance 0.208
#17 · Chhatrapati Sambhajinagarcell 4690006472
distance 0.209 · cross-district
#18 · Chhatrapati Sambhajinagarcell 4690006473
distance 0.209 · 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":496,"cluster_id":4960003521}}}'
Machine-readable JSON twin →Full dossier →

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.