Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005557

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.254

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005744

distance 0.254

#2 · Chandrapurcell 4730005637

distance 0.269

#3 · Bhandaracell 4710000737

distance 0.275 · cross-district

#4 · Yavatmalcell 5000007405

distance 0.292 · cross-district

#5 · Chandrapurcell 4730006226

distance 0.297

#6 · Yavatmalcell 5000007412

distance 0.3 · cross-district

#7 · Yavatmalcell 5000005940

distance 0.31 · cross-district

#8 · Nandurbarcell 4860002492

distance 0.311 · cross-district

#9 · Chandrapurcell 4730006558

distance 0.318

#10 · Nashikcell 4870009553

distance 0.331 · cross-district

#11 · Chandrapurcell 4730006225

distance 0.332

#12 · Nagpurcell 4840000233

distance 0.333 · cross-district

#13 · Gadchirolicell 4750001628

distance 0.336 · cross-district

#14 · Chandrapurcell 4730007354

distance 0.337

#15 · Nagpurcell 4840007533

distance 0.349 · cross-district

#16 · Nagpurcell 4840000203

distance 0.349 · cross-district

#17 · Yavatmalcell 5000007549

distance 0.35 · cross-district

#18 · Gadchirolicell 4750001585

distance 0.355 · 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":4730005557}}}'

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.