Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003425

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810006030

distance 0.135 · cross-district

#2 · Nandedcell 4850002247

distance 0.154

#3 · Nandedcell 4850003249

distance 0.157

#4 · Nandedcell 4850001212

distance 0.186

#5 · Parbhanicell 4890000450

distance 0.188 · cross-district

#6 · Parbhanicell 4890000549

distance 0.189 · cross-district

#7 · Nandedcell 4850003582

distance 0.19

#8 · Nandedcell 4850002971

distance 0.199

#9 · Parbhanicell 4890000559

distance 0.201 · cross-district

#10 · Laturcell 4810005891

distance 0.206 · cross-district

#11 · Parbhanicell 4890000304

distance 0.207 · cross-district

#12 · Parbhanicell 4890000451

distance 0.212 · cross-district

#13 · Nandedcell 4850004586

distance 0.213

#14 · Parbhanicell 4890000193

distance 0.216 · cross-district

#15 · Parbhanicell 4890000838

distance 0.216 · cross-district

#16 · Parbhanicell 4890000318

distance 0.22 · cross-district

#17 · Nandedcell 4850001406

distance 0.221

#18 · Parbhanicell 4890001183

distance 0.222 · 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":4850003425}}}'

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.