Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000208

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

0.08

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002612

distance 0.08 · cross-district

#2 · Parbhanicell 4890000084

distance 0.095

#3 · Parbhanicell 4890000043

distance 0.098

#4 · Parbhanicell 4890000045

distance 0.106

#5 · Beedcell 4700002445

distance 0.121 · cross-district

#6 · Parbhanicell 4890000108

distance 0.123

#7 · Parbhanicell 4890000114

distance 0.125

#8 · Parbhanicell 4890000223

distance 0.126

#9 · Parbhanicell 4890000222

distance 0.129

#10 · Parbhanicell 4890000136

distance 0.13

#11 · Beedcell 4700002444

distance 0.131 · cross-district

#12 · Parbhanicell 4890000137

distance 0.131

#13 · Parbhanicell 4890000182

distance 0.132

#14 · Parbhanicell 4890000042

distance 0.136

#15 · Parbhanicell 4890000130

distance 0.14

#16 · Parbhanicell 4890000076

distance 0.142

#17 · Laturcell 4810005406

distance 0.143 · cross-district

#18 · Parbhanicell 4890000128

distance 0.143

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":4890000208}}}'

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.