Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004424

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

0.185

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000273

distance 0.185 · cross-district

#2 · Chandrapurcell 4730001833

distance 0.194

#3 · Hingolicell 4770000710

distance 0.195 · cross-district

#4 · Chandrapurcell 4730002213

distance 0.202

#5 · Chandrapurcell 4730001104

distance 0.204

#6 · Nandedcell 4850000889

distance 0.205 · cross-district

#7 · Hingolicell 4770000494

distance 0.206 · cross-district

#8 · Hingolicell 4770000714

distance 0.207 · cross-district

#9 · Yavatmalcell 5000002312

distance 0.209 · cross-district

#10 · Chandrapurcell 4730004432

distance 0.212

#11 · Hingolicell 4770000440

distance 0.212 · cross-district

#12 · Beedcell 4700008442

distance 0.218 · cross-district

#13 · Hingolicell 4770000130

distance 0.218 · cross-district

#14 · Hingolicell 4770001442

distance 0.221 · cross-district

#15 · Hingolicell 4770000715

distance 0.221 · cross-district

#16 · Hingolicell 4770000103

distance 0.222 · cross-district

#17 · Chandrapurcell 4730002482

distance 0.222

#18 · Hingolicell 4770000661

distance 0.225 · 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":4730004424}}}'

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.