Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006177

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.126

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006176

distance 0.126

#2 · Chandrapurcell 4730006063

distance 0.17

#3 · Chandrapurcell 4730006178

distance 0.178

#4 · Chandrapurcell 4730005947

distance 0.187

#5 · Chandrapurcell 4730006065

distance 0.233

#6 · Chandrapurcell 4730007565

distance 0.238

#7 · Chandrapurcell 4730005950

distance 0.241

#8 · Yavatmalcell 5000006363

distance 0.246 · cross-district

#9 · Chandrapurcell 4730006406

distance 0.247

#10 · Chandrapurcell 4730005615

distance 0.25

#11 · Chandrapurcell 4730007650

distance 0.257

#12 · Chandrapurcell 4730005128

distance 0.26

#13 · Yavatmalcell 5000006502

distance 0.263 · cross-district

#14 · Nagpurcell 4840001671

distance 0.272 · cross-district

#15 · Yavatmalcell 5000006500

distance 0.273 · cross-district

#16 · Chandrapurcell 4730005532

distance 0.275

#17 · Chandrapurcell 4730005756

distance 0.278

#18 · Chandrapurcell 4730006175

distance 0.278

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":4730006177}}}'

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.