Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008394

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

across 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.543

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870007669

distance 0.543 · cross-district

#2 · Bhandaracell 4710000035

distance 0.55 · cross-district

#3 · Chandrapurcell 4730009750

distance 0.564

#4 · Gadchirolicell 4750011224

distance 0.566 · cross-district

#5 · Bhandaracell 4710000038

distance 0.573 · cross-district

#6 · Bhandaracell 4710000037

distance 0.58 · cross-district

#7 · Bhandaracell 4710000034

distance 0.585 · cross-district

#8 · Nashikcell 4870012260

distance 0.585 · cross-district

#9 · Bhandaracell 4710000145

distance 0.597 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690007595

distance 0.608 · cross-district

#11 · Chandrapurcell 4730009143

distance 0.611

#12 · Nashikcell 4870007670

distance 0.613 · cross-district

#13 · Dhulecell 4740002424

distance 0.619 · cross-district

#14 · Nashikcell 4870007663

distance 0.62 · cross-district

#15 · Gondiacell 4760000771

distance 0.622 · cross-district

#16 · Nashikcell 4870007816

distance 0.624 · cross-district

#17 · Gondiacell 4760000768

distance 0.627 · cross-district

#18 · Gondiacell 4760000713

distance 0.633 · 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":473,"cluster_id":4730008394}}}'

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.