Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000217

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.102

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000212

distance 0.102

#2 · Parbhanicell 4890000116

distance 0.135

#3 · Beedcell 4700001500

distance 0.137 · cross-district

#4 · Parbhanicell 4890000297

distance 0.139

#5 · Parbhanicell 4890000149

distance 0.14

#6 · Parbhanicell 4890000041

distance 0.145

#7 · Parbhanicell 4890000134

distance 0.146

#8 · Laturcell 4810005933

distance 0.15 · cross-district

#9 · Parbhanicell 4890000186

distance 0.151

#10 · Laturcell 4810005603

distance 0.153 · cross-district

#11 · Parbhanicell 4890000073

distance 0.158

#12 · Parbhanicell 4890000171

distance 0.163

#13 · Beedcell 4700001355

distance 0.167 · cross-district

#14 · Parbhanicell 4890000057

distance 0.171

#15 · Laturcell 4810005707

distance 0.173 · cross-district

#16 · Beedcell 4700000959

distance 0.173 · cross-district

#17 · Laturcell 4810005749

distance 0.18 · cross-district

#18 · Parbhanicell 4890000340

distance 0.181

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":4890000217}}}'

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.