Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000396

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.101

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000435

distance 0.101

#2 · Parbhanicell 4890000749

distance 0.105

#3 · Washimcell 4990001369

distance 0.131 · cross-district

#4 · Beedcell 4700005148

distance 0.131 · cross-district

#5 · Parbhanicell 4890000480

distance 0.135

#6 · Washimcell 4990001463

distance 0.139 · cross-district

#7 · Parbhanicell 4890000688

distance 0.141

#8 · Parbhanicell 4890001192

distance 0.141

#9 · Parbhanicell 4890000893

distance 0.144

#10 · Parbhanicell 4890000365

distance 0.146

#11 · Parbhanicell 4890000349

distance 0.146

#12 · Parbhanicell 4890000664

distance 0.146

#13 · Beedcell 4700003618

distance 0.148 · cross-district

#14 · Parbhanicell 4890000824

distance 0.148

#15 · Beedcell 4700004982

distance 0.151 · cross-district

#16 · Parbhanicell 4890000379

distance 0.153

#17 · Beedcell 4700007678

distance 0.154 · cross-district

#18 · Buldhanacell 4720001906

distance 0.154 · 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":4890000396}}}'

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.