Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006472

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.184

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000008440

distance 0.184 · cross-district

#2 · Yavatmalcell 5000007391

distance 0.233 · cross-district

#3 · Yavatmalcell 5000003504

distance 0.234 · cross-district

#4 · Yavatmalcell 5000008446

distance 0.235 · cross-district

#5 · Nagpurcell 4840004191

distance 0.24 · cross-district

#6 · Chandrapurcell 4730007384

distance 0.243

#7 · Yavatmalcell 5000004388

distance 0.244 · cross-district

#8 · Chandrapurcell 4730009371

distance 0.246

#9 · Gadchirolicell 4750009335

distance 0.247 · cross-district

#10 · Wardhacell 4980001954

distance 0.252 · cross-district

#11 · Wardhacell 4980000229

distance 0.254 · cross-district

#12 · Yavatmalcell 5000006195

distance 0.256 · cross-district

#13 · Wardhacell 4980002593

distance 0.258 · cross-district

#14 · Bhandaracell 4710001152

distance 0.261 · cross-district

#15 · Chandrapurcell 4730008454

distance 0.263

#16 · Chandrapurcell 4730003916

distance 0.263

#17 · Yavatmalcell 5000009484

distance 0.263 · cross-district

#18 · Nagpurcell 4840000662

distance 0.264 · 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":4730006472}}}'

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.