Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008763

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

0.079

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008294

distance 0.079

#2 · Chandrapurcell 4730007805

distance 0.081

#3 · Chandrapurcell 4730008527

distance 0.089

#4 · Chandrapurcell 4730008376

distance 0.096

#5 · Chandrapurcell 4730008985

distance 0.098

#6 · Chandrapurcell 4730008441

distance 0.099

#7 · Chandrapurcell 4730008442

distance 0.115

#8 · Chandrapurcell 4730008097

distance 0.119

#9 · Chandrapurcell 4730008363

distance 0.123

#10 · Chandrapurcell 4730008011

distance 0.124

#11 · Chandrapurcell 4730009129

distance 0.126

#12 · Chandrapurcell 4730008762

distance 0.13

#13 · Chandrapurcell 4730008610

distance 0.133

#14 · Chandrapurcell 4730006351

distance 0.143

#15 · Chandrapurcell 4730008837

distance 0.144

#16 · Gondiacell 4760001278

distance 0.147 · cross-district

#17 · Chandrapurcell 4730009379

distance 0.148

#18 · Chandrapurcell 4730008443

distance 0.148

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":4730008763}}}'

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.