Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008057

The MH-36 locality cells most similar to this Nanded 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

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000001496

distance 0.149 · cross-district

#2 · Yavatmalcell 5000001063

distance 0.16 · cross-district

#3 · Nandedcell 4850007395

distance 0.164

#4 · Yavatmalcell 5000006153

distance 0.172 · cross-district

#5 · Nandedcell 4850007464

distance 0.181

#6 · Yavatmalcell 5000004137

distance 0.182 · cross-district

#7 · Washimcell 4990002054

distance 0.189 · cross-district

#8 · Yavatmalcell 5000003607

distance 0.193 · cross-district

#9 · Yavatmalcell 5000004311

distance 0.195 · cross-district

#10 · Washimcell 4990002867

distance 0.196 · cross-district

#11 · Yavatmalcell 5000003421

distance 0.196 · cross-district

#12 · Washimcell 4990000468

distance 0.198 · cross-district

#13 · Yavatmalcell 5000002003

distance 0.2 · cross-district

#14 · Washimcell 4990001022

distance 0.204 · cross-district

#15 · Nandedcell 4850000245

distance 0.205

#16 · Hingolicell 4770001247

distance 0.206 · cross-district

#17 · Yavatmalcell 5000002251

distance 0.207 · cross-district

#18 · Washimcell 4990002868

distance 0.208 · 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":485,"cluster_id":4850008057}}}'

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.