Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006156

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

0.13

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000692

distance 0.13 · cross-district

#2 · Chandrapurcell 4730006271

distance 0.142

#3 · Bhandaracell 4710000687

distance 0.144 · cross-district

#4 · Chandrapurcell 4730006865

distance 0.146

#5 · Chandrapurcell 4730005967

distance 0.147

#6 · Bhandaracell 4710000781

distance 0.147 · cross-district

#7 · Bhandaracell 4710000601

distance 0.149 · cross-district

#8 · Chandrapurcell 4730006978

distance 0.15

#9 · Bhandaracell 4710000699

distance 0.151 · cross-district

#10 · Chandrapurcell 4730006834

distance 0.156

#11 · Bhandaracell 4710000563

distance 0.156 · cross-district

#12 · Bhandaracell 4710000776

distance 0.157 · cross-district

#13 · Chandrapurcell 4730006083

distance 0.159

#14 · Chandrapurcell 4730006989

distance 0.162

#15 · Bhandaracell 4710000816

distance 0.163 · cross-district

#16 · Bhandaracell 4710000779

distance 0.163 · cross-district

#17 · Chandrapurcell 4730006498

distance 0.164

#18 · Gadchirolicell 4750010115

distance 0.165 · 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":4730006156}}}'

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.