Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005334

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

0.085

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006318

distance 0.085

#2 · Chandrapurcell 4730006203

distance 0.101

#3 · Chandrapurcell 4730006997

distance 0.101

#4 · Chandrapurcell 4730006884

distance 0.146

#5 · Chandrapurcell 4730006772

distance 0.148

#6 · Chandrapurcell 4730007215

distance 0.151

#7 · Chandrapurcell 4730006659

distance 0.155

#8 · Chandrapurcell 4730006202

distance 0.156

#9 · Bhandaracell 4710000201

distance 0.158 · cross-district

#10 · Chandrapurcell 4730006661

distance 0.162

#11 · Chandrapurcell 4730006106

distance 0.17

#12 · Chandrapurcell 4730006776

distance 0.172

#13 · Chandrapurcell 4730006553

distance 0.172

#14 · Chandrapurcell 4730006771

distance 0.172

#15 · Chandrapurcell 4730007109

distance 0.178

#16 · Chandrapurcell 4730005239

distance 0.18

#17 · Chandrapurcell 4730004952

distance 0.183

#18 · Chandrapurcell 4730006548

distance 0.183

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":4730005334}}}'

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.