Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730000713

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.21

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730000219

distance 0.21

#2 · Gadchirolicell 4750006327

distance 0.219 · cross-district

#3 · Chandrapurcell 4730000626

distance 0.229

#4 · Chandrapurcell 4730000867

distance 0.237

#5 · Chandrapurcell 4730000633

distance 0.237

#6 · Gadchirolicell 4750005057

distance 0.238 · cross-district

#7 · Yavatmalcell 5000001889

distance 0.243 · cross-district

#8 · Chandrapurcell 4730000786

distance 0.246

#9 · Hingolicell 4770001167

distance 0.246 · cross-district

#10 · Chandrapurcell 4730000631

distance 0.246

#11 · Nandedcell 4850006586

distance 0.25 · cross-district

#12 · Yavatmalcell 5000001791

distance 0.252 · cross-district

#13 · Nandedcell 4850006895

distance 0.252 · cross-district

#14 · Yavatmalcell 5000002499

distance 0.253 · cross-district

#15 · Yavatmalcell 5000001635

distance 0.254 · cross-district

#16 · Yavatmalcell 5000001567

distance 0.254 · cross-district

#17 · Chandrapurcell 4730000788

distance 0.256

#18 · Yavatmalcell 5000002929

distance 0.257 · 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":4730000713}}}'

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.