Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001123

The MH-36 locality cells most similar to this Parbhani 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

0.146

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000634

distance 0.146

#2 · Ahmednagarcell 4660006310

distance 0.166 · cross-district

#3 · Parbhanicell 4890001183

distance 0.173

#4 · Parbhanicell 4890000318

distance 0.177

#5 · Ahmednagarcell 4660008434

distance 0.182 · cross-district

#6 · Solapurcell 4960001689

distance 0.184 · cross-district

#7 · Parbhanicell 4890000326

distance 0.184

#8 · Hingolicell 4770000295

distance 0.186 · cross-district

#9 · Hingolicell 4770000071

distance 0.187 · cross-district

#10 · Ahmednagarcell 4660008006

distance 0.189 · cross-district

#11 · Parbhanicell 4890000140

distance 0.192

#12 · Solapurcell 4960003854

distance 0.192 · cross-district

#13 · Solapurcell 4960002454

distance 0.193 · cross-district

#14 · Solapurcell 4960003442

distance 0.193 · cross-district

#15 · Parbhanicell 4890000219

distance 0.195

#16 · Solapurcell 4960002895

distance 0.196 · cross-district

#17 · Parbhanicell 4890000428

distance 0.198

#18 · Solapurcell 4960003713

distance 0.198 · 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":489,"cluster_id":4890001123}}}'

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.