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Cube coverageMH-362,64,583 clusters × 492Pan-India653 districts × 39reference →
Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007937

The MH-36 locality cells most similar to this Chandrapur 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
0.218
lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008551
distance 0.218
#2 · Chandrapurcell 4730007828
distance 0.258
#3 · Chandrapurcell 4730006885
distance 0.279
#4 · Chandrapurcell 4730008706
distance 0.28
#5 · Chandrapurcell 4730008225
distance 0.285
#6 · Chandrapurcell 4730008311
distance 0.296
#7 · Chandrapurcell 4730008629
distance 0.305
#8 · Chandrapurcell 4730007569
distance 0.308
#9 · Chandrapurcell 4730008782
distance 0.309
#10 · Gondiacell 4760001193
distance 0.309 · cross-district
#11 · Chandrapurcell 4730008393
distance 0.316
#12 · Chandrapurcell 4730008126
distance 0.319
#13 · Bhandaracell 4710002731
distance 0.329 · cross-district
#14 · Jalgaoncell 4780000545
distance 0.329 · cross-district
#15 · Chhatrapati Sambhajinagarcell 4690007721
distance 0.341 · cross-district
#16 · Chandrapurcell 4730009318
distance 0.343
#17 · Chandrapurcell 4730007224
distance 0.354
#18 · Chandrapurcell 4730008795
distance 0.356
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":473,"cluster_id":4730007937}}}'
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.