Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005751

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.108

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005543

distance 0.108

#2 · Chandrapurcell 4730007002

distance 0.142

#3 · Chandrapurcell 4730007117

distance 0.155

#4 · Chandrapurcell 4730007005

distance 0.165

#5 · Chandrapurcell 4730005541

distance 0.205

#6 · Chandrapurcell 4730006996

distance 0.205

#7 · Chandrapurcell 4730009371

distance 0.21

#8 · Gadchirolicell 4750011046

distance 0.22 · cross-district

#9 · Chandrapurcell 4730009316

distance 0.228

#10 · Gondiacell 4760000008

distance 0.229 · cross-district

#11 · Chandrapurcell 4730006089

distance 0.229

#12 · Chandrapurcell 4730005437

distance 0.231

#13 · Gadchirolicell 4750010832

distance 0.231 · cross-district

#14 · Chandrapurcell 4730005646

distance 0.233

#15 · Chandrapurcell 4730006934

distance 0.235

#16 · Chandrapurcell 4730007229

distance 0.236

#17 · Gadchirolicell 4750010370

distance 0.238 · cross-district

#18 · Gadchirolicell 4750010984

distance 0.239 · 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":4730005751}}}'

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.