Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660012937

The MH-36 locality cells most similar to this Ahmednagar 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

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660012670

distance 0.143

#2 · Nashikcell 4870011480

distance 0.168 · cross-district

#3 · Parbhanicell 4890002284

distance 0.178 · cross-district

#4 · Parbhanicell 4890002283

distance 0.18 · cross-district

#5 · Nashikcell 4870011719

distance 0.183 · cross-district

#6 · Parbhanicell 4890002953

distance 0.185 · cross-district

#7 · Nashikcell 4870011481

distance 0.189 · cross-district

#8 · Ahmednagarcell 4660013671

distance 0.192

#9 · Chhatrapati Sambhajinagarcell 4690000987

distance 0.195 · cross-district

#10 · Parbhanicell 4890002115

distance 0.196 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690001215

distance 0.198 · cross-district

#12 · Parbhanicell 4890002199

distance 0.201 · cross-district

#13 · Parbhanicell 4890002285

distance 0.204 · cross-district

#14 · Ahmednagarcell 4660013736

distance 0.205

#15 · Parbhanicell 4890001701

distance 0.207 · cross-district

#16 · Parbhanicell 4890002524

distance 0.207 · cross-district

#17 · Ahmednagarcell 4660012051

distance 0.207

#18 · Nashikcell 4870005937

distance 0.209 · 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":466,"cluster_id":4660012937}}}'

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.