Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000509

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.094

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000510

distance 0.094

#2 · Parbhanicell 4890000351

distance 0.105

#3 · Parbhanicell 4890000780

distance 0.113

#4 · Parbhanicell 4890000465

distance 0.126

#5 · Laturcell 4810006155

distance 0.129 · cross-district

#6 · Parbhanicell 4890000581

distance 0.141

#7 · Beedcell 4700001214

distance 0.153 · cross-district

#8 · Beedcell 4700001086

distance 0.155 · cross-district

#9 · Parbhanicell 4890000239

distance 0.157

#10 · Parbhanicell 4890000753

distance 0.159

#11 · Parbhanicell 4890000146

distance 0.161

#12 · Laturcell 4810005869

distance 0.162 · cross-district

#13 · Beedcell 4700002278

distance 0.163 · cross-district

#14 · Parbhanicell 4890001326

distance 0.166

#15 · Parbhanicell 4890000200

distance 0.167

#16 · Beedcell 4700000957

distance 0.17 · cross-district

#17 · Parbhanicell 4890000475

distance 0.174

#18 · Laturcell 4810005824

distance 0.176 · 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":4890000509}}}'

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.