Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007732

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007842

distance 0.163

#2 · Chandrapurcell 4730007611

distance 0.18

#3 · Wardhacell 4980000576

distance 0.182 · cross-district

#4 · Wardhacell 4980000397

distance 0.189 · cross-district

#5 · Wardhacell 4980001473

distance 0.19 · cross-district

#6 · Bhandaracell 4710000085

distance 0.19 · cross-district

#7 · Chandrapurcell 4730007839

distance 0.191

#8 · Chandrapurcell 4730006716

distance 0.191

#9 · Wardhacell 4980002442

distance 0.192 · cross-district

#10 · Wardhacell 4980003097

distance 0.193 · cross-district

#11 · Wardhacell 4980002404

distance 0.201 · cross-district

#12 · Wardhacell 4980000727

distance 0.206 · cross-district

#13 · Wardhacell 4980000019

distance 0.21 · cross-district

#14 · Wardhacell 4980001177

distance 0.21 · cross-district

#15 · Wardhacell 4980000591

distance 0.212 · cross-district

#16 · Chandrapurcell 4730007397

distance 0.213

#17 · Nagpurcell 4840006379

distance 0.213 · cross-district

#18 · Bhandaracell 4710001724

distance 0.214 · 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":4730007732}}}'

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.