Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003535

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

0.129

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004051

distance 0.129

#2 · Nandedcell 4850003687

distance 0.135

#3 · Yavatmalcell 5000005198

distance 0.167 · cross-district

#4 · Nandedcell 4850003093

distance 0.168

#5 · Nandedcell 4850003451

distance 0.176

#6 · Nandedcell 4850008582

distance 0.178

#7 · Jalgaoncell 4780009128

distance 0.18 · cross-district

#8 · Nandedcell 4850003529

distance 0.184

#9 · Nandedcell 4850002890

distance 0.186

#10 · Yavatmalcell 5000002124

distance 0.187 · cross-district

#11 · Nandedcell 4850002399

distance 0.188

#12 · Beedcell 4700003778

distance 0.188 · cross-district

#13 · Nandedcell 4850003833

distance 0.19

#14 · Yavatmalcell 5000001446

distance 0.191 · cross-district

#15 · Yavatmalcell 5000002012

distance 0.196 · cross-district

#16 · Nandedcell 4850003186

distance 0.199

#17 · Jalgaoncell 4780008943

distance 0.201 · cross-district

#18 · Nandedcell 4850002312

distance 0.201

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":4850003535}}}'

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.