Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001596

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

0.181

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001227

distance 0.181

#2 · Nagpurcell 4840007326

distance 0.222 · cross-district

#3 · Chandrapurcell 4730001039

distance 0.222

#4 · Nagpurcell 4840001993

distance 0.226 · cross-district

#5 · Yavatmalcell 5000002477

distance 0.226 · cross-district

#6 · Nagpurcell 4840002354

distance 0.226 · cross-district

#7 · Chandrapurcell 4730001507

distance 0.228

#8 · Nagpurcell 4840002814

distance 0.228 · cross-district

#9 · Nagpurcell 4840004398

distance 0.235 · cross-district

#10 · Nagpurcell 4840003300

distance 0.239 · cross-district

#11 · Nagpurcell 4840003299

distance 0.239 · cross-district

#12 · Chandrapurcell 4730001142

distance 0.239

#13 · Nagpurcell 4840006376

distance 0.241 · cross-district

#14 · Parbhanicell 4890001694

distance 0.241 · cross-district

#15 · Nagpurcell 4840006698

distance 0.242 · cross-district

#16 · Nagpurcell 4840006352

distance 0.245 · cross-district

#17 · Nagpurcell 4840001612

distance 0.246 · cross-district

#18 · Nagpurcell 4840008432

distance 0.247 · 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":4730001596}}}'

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.