Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006905

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.172

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003812

distance 0.172

#2 · Chandrapurcell 4730004763

distance 0.183

#3 · Chandrapurcell 4730003053

distance 0.187

#4 · Chandrapurcell 4730007236

distance 0.196

#5 · Gadchirolicell 4750007167

distance 0.202 · cross-district

#6 · Gadchirolicell 4750006927

distance 0.202 · cross-district

#7 · Gadchirolicell 4750008114

distance 0.203 · cross-district

#8 · Chandrapurcell 4730004360

distance 0.209

#9 · Gadchirolicell 4750007079

distance 0.21 · cross-district

#10 · Chandrapurcell 4730006103

distance 0.213

#11 · Chandrapurcell 4730006345

distance 0.214

#12 · Chandrapurcell 4730003882

distance 0.214

#13 · Chandrapurcell 4730002990

distance 0.221

#14 · Gadchirolicell 4750005870

distance 0.227 · cross-district

#15 · Chandrapurcell 4730004284

distance 0.23

#16 · Gadchirolicell 4750006873

distance 0.231 · cross-district

#17 · Chandrapurcell 4730003370

distance 0.231

#18 · Chandrapurcell 4730008608

distance 0.234

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":4730006905}}}'

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.