Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003317

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 9 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.348

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001188

distance 0.348 · cross-district

#2 · Nagpurcell 4840003858

distance 0.359 · cross-district

#3 · Chandrapurcell 4730003462

distance 0.365

#4 · Nagpurcell 4840004386

distance 0.368 · cross-district

#5 · Nagpurcell 4840003296

distance 0.369 · cross-district

#6 · Akolacell 4670002230

distance 0.402 · cross-district

#7 · Kolhapurcell 4800004253

distance 0.402 · cross-district

#8 · Chandrapurcell 4730003183

distance 0.416

#9 · Chandrapurcell 4730003116

distance 0.424

#10 · Nagpurcell 4840004601

distance 0.426 · cross-district

#11 · Wardhacell 4980002640

distance 0.444 · cross-district

#12 · Jalgaoncell 4780008662

distance 0.445 · cross-district

#13 · Dhulecell 4740001186

distance 0.448 · cross-district

#14 · Kolhapurcell 4800004173

distance 0.451 · cross-district

#15 · Nagpurcell 4840003377

distance 0.452 · cross-district

#16 · Bhandaracell 4710002188

distance 0.462 · cross-district

#17 · Bhandaracell 4710002185

distance 0.466 · cross-district

#18 · Chandrapurcell 4730003097

distance 0.467

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":4730003317}}}'

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.