Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008198

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008197

distance 0.161

#2 · Chandrapurcell 4730007350

distance 0.191

#3 · Chandrapurcell 4730008512

distance 0.199

#4 · Chandrapurcell 4730008285

distance 0.2

#5 · Yavatmalcell 5000010026

distance 0.201 · cross-district

#6 · Bhandaracell 4710000256

distance 0.203 · cross-district

#7 · Bhandaracell 4710000299

distance 0.205 · cross-district

#8 · Chandrapurcell 4730007622

distance 0.207

#9 · Nagpurcell 4840001015

distance 0.217 · cross-district

#10 · Chandrapurcell 4730009254

distance 0.219

#11 · Gondiacell 4760001143

distance 0.219 · cross-district

#12 · Gondiacell 4760000240

distance 0.22 · cross-district

#13 · Yavatmalcell 5000008126

distance 0.221 · cross-district

#14 · Gadchirolicell 4750009685

distance 0.225 · cross-district

#15 · Chandrapurcell 4730004000

distance 0.227

#16 · Chandrapurcell 4730008833

distance 0.227

#17 · Nagpurcell 4840000885

distance 0.234 · cross-district

#18 · Wardhacell 4980000738

distance 0.235 · 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":4730008198}}}'

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.