Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007957

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.084

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007411

distance 0.084

#2 · Chandrapurcell 4730008054

distance 0.086

#3 · Chandrapurcell 4730007857

distance 0.087

#4 · Chandrapurcell 4730008147

distance 0.097

#5 · Chandrapurcell 4730007294

distance 0.124

#6 · Wardhacell 4980000478

distance 0.142 · cross-district

#7 · Wardhacell 4980000480

distance 0.145 · cross-district

#8 · Wardhacell 4980000356

distance 0.15 · cross-district

#9 · Wardhacell 4980000417

distance 0.154 · cross-district

#10 · Chandrapurcell 4730008229

distance 0.156

#11 · Chandrapurcell 4730008230

distance 0.158

#12 · Chandrapurcell 4730008234

distance 0.159

#13 · Wardhacell 4980000359

distance 0.162 · cross-district

#14 · Wardhacell 4980000408

distance 0.165 · cross-district

#15 · Wardhacell 4980000595

distance 0.168 · cross-district

#16 · Chandrapurcell 4730007181

distance 0.172

#17 · Wardhacell 4980001192

distance 0.175 · cross-district

#18 · Wardhacell 4980001184

distance 0.176 · 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":4730007957}}}'

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.