Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002445

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.113

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002529

distance 0.113

#2 · Parbhanicell 4890001946

distance 0.127

#3 · Parbhanicell 4890002130

distance 0.136

#4 · Parbhanicell 4890001691

distance 0.138

#5 · Parbhanicell 4890002201

distance 0.154

#6 · Parbhanicell 4890002040

distance 0.156

#7 · Parbhanicell 4890001789

distance 0.159

#8 · Parbhanicell 4890001957

distance 0.16

#9 · Parbhanicell 4890002955

distance 0.163

#10 · Parbhanicell 4890002121

distance 0.164

#11 · Beedcell 4700004667

distance 0.165 · cross-district

#12 · Parbhanicell 4890001958

distance 0.166

#13 · Parbhanicell 4890002277

distance 0.166

#14 · Hingolicell 4770000598

distance 0.168 · cross-district

#15 · Akolacell 4670004300

distance 0.171 · cross-district

#16 · Parbhanicell 4890002779

distance 0.174

#17 · Parbhanicell 4890002362

distance 0.178

#18 · Parbhanicell 4890002257

distance 0.179

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":4890002445}}}'

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.