Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009262

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.107

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009201

distance 0.107

#2 · Chandrapurcell 4730008771

distance 0.156

#3 · Chandrapurcell 4730007347

distance 0.168

#4 · Chandrapurcell 4730009590

distance 0.175

#5 · Chandrapurcell 4730008922

distance 0.181

#6 · Chandrapurcell 4730009317

distance 0.184

#7 · Chandrapurcell 4730009139

distance 0.184

#8 · Chandrapurcell 4730008696

distance 0.184

#9 · Chandrapurcell 4730009167

distance 0.189

#10 · Chandrapurcell 4730004471

distance 0.189

#11 · Bhandaracell 4710001572

distance 0.19 · cross-district

#12 · Chandrapurcell 4730007465

distance 0.192

#13 · Chandrapurcell 4730009025

distance 0.194

#14 · Bhandaracell 4710001661

distance 0.198 · cross-district

#15 · Chandrapurcell 4730006920

distance 0.199

#16 · Bhandaracell 4710001724

distance 0.2 · cross-district

#17 · Bhandaracell 4710001826

distance 0.201 · cross-district

#18 · Chandrapurcell 4730004472

distance 0.201

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":4730009262}}}'

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.