Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007401

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

0.138

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006608

distance 0.138

#2 · Wardhacell 4980000345

distance 0.16 · cross-district

#3 · Wardhacell 4980000908

distance 0.166 · cross-district

#4 · Wardhacell 4980003175

distance 0.168 · cross-district

#5 · Wardhacell 4980000677

distance 0.169 · cross-district

#6 · Wardhacell 4980000818

distance 0.17 · cross-district

#7 · Chandrapurcell 4730008313

distance 0.172

#8 · Chandrapurcell 4730007418

distance 0.175

#9 · Yavatmalcell 5000008440

distance 0.176 · cross-district

#10 · Yavatmalcell 5000007121

distance 0.177 · cross-district

#11 · Yavatmalcell 5000002587

distance 0.178 · cross-district

#12 · Yavatmalcell 5000003178

distance 0.179 · cross-district

#13 · Chandrapurcell 4730007342

distance 0.179

#14 · Chandrapurcell 4730007286

distance 0.182

#15 · Chandrapurcell 4730007516

distance 0.182

#16 · Yavatmalcell 5000004922

distance 0.184 · cross-district

#17 · Chandrapurcell 4730007040

distance 0.186

#18 · Chandrapurcell 4730007576

distance 0.186

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":4730007401}}}'

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.