Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005177

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Wardhacell 4980001250

distance 0.151 · cross-district

#2 · Yavatmalcell 5000007049

distance 0.159 · cross-district

#3 · Chandrapurcell 4730005178

distance 0.164

#4 · Wardhacell 4980000318

distance 0.174 · cross-district

#5 · Yavatmalcell 5000008201

distance 0.177 · cross-district

#6 · Yavatmalcell 5000007225

distance 0.188 · cross-district

#7 · Yavatmalcell 5000006790

distance 0.189 · cross-district

#8 · Chandrapurcell 4730006588

distance 0.19

#9 · Amravaticell 4680007565

distance 0.191 · cross-district

#10 · Yavatmalcell 5000008923

distance 0.194 · cross-district

#11 · Yavatmalcell 5000003661

distance 0.195 · cross-district

#12 · Yavatmalcell 5000008165

distance 0.198 · cross-district

#13 · Wardhacell 4980001721

distance 0.201 · cross-district

#14 · Yavatmalcell 5000008073

distance 0.205 · cross-district

#15 · Chandrapurcell 4730003360

distance 0.205

#16 · Yavatmalcell 5000008004

distance 0.206 · cross-district

#17 · Yavatmalcell 5000007440

distance 0.206 · cross-district

#18 · Gadchirolicell 4750010192

distance 0.207 · 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":4730005177}}}'

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.