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 4960009680

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 3 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.225
lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960008506
distance 0.225
#2 · Solapurcell 4960008601
distance 0.246
#3 · Solapurcell 4960007823
distance 0.253
#4 · Solapurcell 4960008178
distance 0.259
#5 · Solapurcell 4960009971
distance 0.265
#6 · Solapurcell 4960002700
distance 0.267
#7 · Solapurcell 4960002983
distance 0.269
#8 · Solapurcell 4960009859
distance 0.272
#9 · Solapurcell 4960007954
distance 0.272
#10 · Solapurcell 4960008611
distance 0.278
#11 · Chhatrapati Sambhajinagarcell 4690000917
distance 0.284 · cross-district
#12 · Chhatrapati Sambhajinagarcell 4690004554
distance 0.284 · cross-district
#13 · Solapurcell 4960008692
distance 0.285
#14 · Solapurcell 4960001532
distance 0.285
#15 · Chhatrapati Sambhajinagarcell 4690003488
distance 0.287 · cross-district
#16 · Ahmednagarcell 4660000004
distance 0.289 · cross-district
#17 · Solapurcell 4960008180
distance 0.289
#18 · Solapurcell 4960005997
distance 0.29
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":4960009680}}}'
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.