Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008087

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.224

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009700

distance 0.224

#2 · Chandrapurcell 4730009225

distance 0.224

#3 · Chandrapurcell 4730004584

distance 0.228

#4 · Wardhacell 4980000521

distance 0.245 · cross-district

#5 · Chandrapurcell 4730005168

distance 0.247

#6 · Wardhacell 4980000452

distance 0.25 · cross-district

#7 · Chandrapurcell 4730003500

distance 0.255

#8 · Chandrapurcell 4730008912

distance 0.257

#9 · Wardhacell 4980000604

distance 0.258 · cross-district

#10 · Chandrapurcell 4730004471

distance 0.259

#11 · Chandrapurcell 4730008881

distance 0.261

#12 · Chandrapurcell 4730007339

distance 0.261

#13 · Chandrapurcell 4730007115

distance 0.261

#14 · Yavatmalcell 5000006245

distance 0.263 · cross-district

#15 · Wardhacell 4980003332

distance 0.264 · cross-district

#16 · Chandrapurcell 4730009228

distance 0.265

#17 · Nagpurcell 4840000150

distance 0.268 · cross-district

#18 · Nagpurcell 4840000146

distance 0.269 · 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":4730008087}}}'

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.