Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006725

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 7 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Wardhacell 4980001075

distance 0.161 · cross-district

#2 · Chandrapurcell 4730001821

distance 0.191

#3 · Wardhacell 4980001171

distance 0.191 · cross-district

#4 · Chandrapurcell 4730004003

distance 0.202

#5 · Nagpurcell 4840000839

distance 0.205 · cross-district

#6 · Chandrapurcell 4730004595

distance 0.21

#7 · Bhandaracell 4710001523

distance 0.211 · cross-district

#8 · Nagpurcell 4840005444

distance 0.213 · cross-district

#9 · Chandrapurcell 4730003089

distance 0.213

#10 · Wardhacell 4980000884

distance 0.215 · cross-district

#11 · Bhandaracell 4710000885

distance 0.217 · cross-district

#12 · Wardhacell 4980001457

distance 0.218 · cross-district

#13 · Gadchirolicell 4750007533

distance 0.221 · cross-district

#14 · Chandrapurcell 4730003226

distance 0.222

#15 · Chandrapurcell 4730001463

distance 0.222

#16 · Bhandaracell 4710000884

distance 0.223 · cross-district

#17 · Jalgaoncell 4780002671

distance 0.223 · cross-district

#18 · Akolacell 4670000868

distance 0.226 · 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":4730006725}}}'

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.