Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000176

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

0.118

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810005876

distance 0.118 · cross-district

#2 · Beedcell 4700001655

distance 0.15 · cross-district

#3 · Parbhanicell 4890000429

distance 0.156

#4 · Laturcell 4810005839

distance 0.159 · cross-district

#5 · Parbhanicell 4890000108

distance 0.159

#6 · Parbhanicell 4890000467

distance 0.162

#7 · Parbhanicell 4890000406

distance 0.165

#8 · Laturcell 4810005402

distance 0.168 · cross-district

#9 · Parbhanicell 4890000446

distance 0.173

#10 · Parbhanicell 4890000667

distance 0.175

#11 · Laturcell 4810005747

distance 0.175 · cross-district

#12 · Parbhanicell 4890000561

distance 0.175

#13 · Parbhanicell 4890000155

distance 0.176

#14 · Parbhanicell 4890000392

distance 0.176

#15 · Beedcell 4700001652

distance 0.181 · cross-district

#16 · Parbhanicell 4890000114

distance 0.181

#17 · Parbhanicell 4890000513

distance 0.181

#18 · Parbhanicell 4890000427

distance 0.183

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":4890000176}}}'

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.