Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000443

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

0.166

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000133

distance 0.166

#2 · Parbhanicell 4890000407

distance 0.17

#3 · Beedcell 4700002445

distance 0.172 · cross-district

#4 · Parbhanicell 4890000373

distance 0.181

#5 · Parbhanicell 4890000219

distance 0.182

#6 · Laturcell 4810005701

distance 0.184 · cross-district

#7 · Parbhanicell 4890000108

distance 0.193

#8 · Beedcell 4700000958

distance 0.198 · cross-district

#9 · Parbhanicell 4890000406

distance 0.201

#10 · Parbhanicell 4890000613

distance 0.203

#11 · Parbhanicell 4890000428

distance 0.204

#12 · Parbhanicell 4890000168

distance 0.204

#13 · Parbhanicell 4890000206

distance 0.206

#14 · Parbhanicell 4890000494

distance 0.207

#15 · Parbhanicell 4890000634

distance 0.207

#16 · Beedcell 4700001219

distance 0.209 · cross-district

#17 · Parbhanicell 4890000341

distance 0.213

#18 · Parbhanicell 4890000343

distance 0.214

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":4890000443}}}'

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.