Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850006817

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.154

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000001386

distance 0.154 · cross-district

#2 · Amravaticell 4680010404

distance 0.189 · cross-district

#3 · Hingolicell 4770001473

distance 0.206 · cross-district

#4 · Yavatmalcell 5000001792

distance 0.217 · cross-district

#5 · Hingolicell 4770001070

distance 0.217 · cross-district

#6 · Nandedcell 4850006741

distance 0.221

#7 · Hingolicell 4770000891

distance 0.222 · cross-district

#8 · Hingolicell 4770001471

distance 0.224 · cross-district

#9 · Yavatmalcell 5000000849

distance 0.227 · cross-district

#10 · Yavatmalcell 5000001088

distance 0.229 · cross-district

#11 · Hingolicell 4770001071

distance 0.23 · cross-district

#12 · Nandedcell 4850000743

distance 0.233

#13 · Dhulecell 4740005131

distance 0.234 · cross-district

#14 · Washimcell 4990002401

distance 0.235 · cross-district

#15 · Nandedcell 4850006816

distance 0.237

#16 · Nandedcell 4850006887

distance 0.238

#17 · Hingolicell 4770001061

distance 0.239 · cross-district

#18 · Hingolicell 4770001472

distance 0.24 · 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":4850006817}}}'

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.