Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009192

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

0.147

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009250

distance 0.147

#2 · Bhandaracell 4710000921

distance 0.185 · cross-district

#3 · Bhandaracell 4710000991

distance 0.213 · cross-district

#4 · Chandrapurcell 4730004884

distance 0.219

#5 · Chandrapurcell 4730009189

distance 0.224

#6 · Chandrapurcell 4730009125

distance 0.242

#7 · Chandrapurcell 4730006667

distance 0.242

#8 · Wardhacell 4980000144

distance 0.244 · cross-district

#9 · Chandrapurcell 4730006392

distance 0.246

#10 · Nagpurcell 4840000336

distance 0.25 · cross-district

#11 · Chandrapurcell 4730009312

distance 0.252

#12 · Bhandaracell 4710000922

distance 0.253 · cross-district

#13 · Gadchirolicell 4750009080

distance 0.253 · cross-district

#14 · Nagpurcell 4840005620

distance 0.257 · cross-district

#15 · Bhandaracell 4710000992

distance 0.258 · cross-district

#16 · Chandrapurcell 4730007116

distance 0.258

#17 · Nagpurcell 4840005227

distance 0.259 · cross-district

#18 · Chandrapurcell 4730003506

distance 0.26

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":4730009192}}}'

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.