Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000108

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

0.104

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002445

distance 0.104 · cross-district

#2 · Parbhanicell 4890000208

distance 0.123

#3 · Parbhanicell 4890000222

distance 0.144

#4 · Parbhanicell 4890000223

distance 0.146

#5 · Beedcell 4700002612

distance 0.149 · cross-district

#6 · Parbhanicell 4890000114

distance 0.155

#7 · Parbhanicell 4890000176

distance 0.159

#8 · Parbhanicell 4890000407

distance 0.161

#9 · Parbhanicell 4890000406

distance 0.162

#10 · Laturcell 4810005876

distance 0.163 · cross-district

#11 · Beedcell 4700001219

distance 0.164 · cross-district

#12 · Laturcell 4810005900

distance 0.167 · cross-district

#13 · Parbhanicell 4890000219

distance 0.171

#14 · Parbhanicell 4890000155

distance 0.172

#15 · Beedcell 4700001655

distance 0.172 · cross-district

#16 · Laturcell 4810005406

distance 0.173 · cross-district

#17 · Laturcell 4810005939

distance 0.173 · cross-district

#18 · Beedcell 4700001215

distance 0.174 · 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":4890000108}}}'

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.