Bhārata Strata · Maharashtra · Gadchiroli · morphological twins
Places like cell 4750010495
The MH-36 locality cells most similar to this Gadchiroli 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 6 distinct districts
Index confidence
0.91
GUM mean confidence of the anchor (R24)
Dimensions compared
44
morphology-v2 feature dimensions
Closest twin distance
0.221
lower = more alike (weighted)
The twins, closest first
#1 · Gadchirolicell 4750011957
distance 0.221
#2 · Chandrapurcell 4730007931
distance 0.23 · cross-district
#3 · Chandrapurcell 4730006082
distance 0.243 · cross-district
#4 · Chandrapurcell 4730007467
distance 0.305 · cross-district
#5 · Chandrapurcell 4730007821
distance 0.313 · cross-district
#6 · Gadchirolicell 4750010767
distance 0.321
#7 · Gadchirolicell 4750010369
distance 0.323
#8 · Chandrapurcell 4730008392
distance 0.328 · cross-district
#9 · Gondiacell 4760000084
distance 0.328 · cross-district
#10 · Chandrapurcell 4730005459
distance 0.336 · cross-district
#11 · Gadchirolicell 4750011592
distance 0.341
#12 · Nashikcell 4870012743
distance 0.342 · cross-district
#13 · Gadchirolicell 4750010642
distance 0.345
#14 · Gadchirolicell 4750012284
distance 0.346
#15 · Gadchirolicell 4750010061
distance 0.351
#16 · Nashikcell 4870007387
distance 0.361 · cross-district
#17 · Bhandaracell 4710000322
distance 0.363 · cross-district
#18 · Chhatrapati Sambhajinagarcell 4690002448
distance 0.368 · 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":475,"cluster_id":4750010495}}}'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.