Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000022

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

0.124

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001504

distance 0.124 · cross-district

#2 · Laturcell 4810005750

distance 0.144 · cross-district

#3 · Laturcell 4810005469

distance 0.154 · cross-district

#4 · Beedcell 4700001497

distance 0.155 · cross-district

#5 · Beedcell 4700000951

distance 0.157 · cross-district

#6 · Beedcell 4700001089

distance 0.158 · cross-district

#7 · Beedcell 4700001505

distance 0.164 · cross-district

#8 · Beedcell 4700004473

distance 0.168 · cross-district

#9 · Parbhanicell 4890000132

distance 0.173

#10 · Parbhanicell 4890000529

distance 0.175

#11 · Laturcell 4810005968

distance 0.177 · cross-district

#12 · Parbhanicell 4890000465

distance 0.177

#13 · Laturcell 4810001351

distance 0.178 · cross-district

#14 · Parbhanicell 4890000138

distance 0.18

#15 · Beedcell 4700001213

distance 0.181 · cross-district

#16 · Parbhanicell 4890000475

distance 0.182

#17 · Parbhanicell 4890000382

distance 0.182

#18 · Parbhanicell 4890000174

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":4890000022}}}'

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.