Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005636

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006186

distance 0.132

#2 · Chandrapurcell 4730005715

distance 0.137

#3 · Bhandaracell 4710000741

distance 0.149 · cross-district

#4 · Nandedcell 4850008988

distance 0.164 · cross-district

#5 · Chandrapurcell 4730004825

distance 0.166

#6 · Bhandaracell 4710000433

distance 0.179 · cross-district

#7 · Chandrapurcell 4730006451

distance 0.18

#8 · Chandrapurcell 4730006336

distance 0.18

#9 · Chandrapurcell 4730009082

distance 0.183

#10 · Chandrapurcell 4730004826

distance 0.187

#11 · Yavatmalcell 5000006066

distance 0.189 · cross-district

#12 · Yavatmalcell 5000003479

distance 0.195 · cross-district

#13 · Yavatmalcell 5000003888

distance 0.199 · cross-district

#14 · Chandrapurcell 4730005546

distance 0.202

#15 · Jalgaoncell 4780006099

distance 0.202 · cross-district

#16 · Wardhacell 4980005423

distance 0.203 · cross-district

#17 · Chandrapurcell 4730005547

distance 0.204

#18 · Nandedcell 4850009103

distance 0.209 · 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":4730005636}}}'

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.