Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004031

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

0.145

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850003962

distance 0.145

#2 · Nandedcell 4850003958

distance 0.147

#3 · Parbhanicell 4890000270

distance 0.163 · cross-district

#4 · Parbhanicell 4890001141

distance 0.165 · cross-district

#5 · Laturcell 4810005782

distance 0.169 · cross-district

#6 · Nandedcell 4850003812

distance 0.169

#7 · Nandedcell 4850003742

distance 0.17

#8 · Laturcell 4810005502

distance 0.171 · cross-district

#9 · Parbhanicell 4890001314

distance 0.178 · cross-district

#10 · Nandedcell 4850003814

distance 0.178

#11 · Parbhanicell 4890000661

distance 0.179 · cross-district

#12 · Beedcell 4700000959

distance 0.18 · cross-district

#13 · Nandedcell 4850005688

distance 0.18

#14 · Parbhanicell 4890000390

distance 0.18 · cross-district

#15 · Parbhanicell 4890001381

distance 0.18 · cross-district

#16 · Laturcell 4810005933

distance 0.181 · cross-district

#17 · Beedcell 4700001355

distance 0.182 · cross-district

#18 · Parbhanicell 4890000321

distance 0.183 · 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":4850004031}}}'

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.