Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007106

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.122

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006988

distance 0.122

#2 · Chandrapurcell 4730006989

distance 0.133

#3 · Chandrapurcell 4730005230

distance 0.135

#4 · Chandrapurcell 4730007240

distance 0.138

#5 · Bhandaracell 4710000699

distance 0.141 · cross-district

#6 · Chandrapurcell 4730004112

distance 0.152

#7 · Chandrapurcell 4730005141

distance 0.155

#8 · Chandrapurcell 4730005156

distance 0.156

#9 · Bhandaracell 4710000517

distance 0.158 · cross-district

#10 · Chandrapurcell 4730003495

distance 0.162

#11 · Gondiacell 4760000590

distance 0.162 · cross-district

#12 · Gondiacell 4760000660

distance 0.163 · cross-district

#13 · Chandrapurcell 4730005350

distance 0.164

#14 · Bhandaracell 4710000425

distance 0.167 · cross-district

#15 · Bhandaracell 4710000298

distance 0.168 · cross-district

#16 · Gondiacell 4760000268

distance 0.169 · cross-district

#17 · Chandrapurcell 4730006912

distance 0.17

#18 · Chandrapurcell 4730006800

distance 0.17

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":4730007106}}}'

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.