Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000792

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.067

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001093

distance 0.067

#2 · Parbhanicell 4890001407

distance 0.092

#3 · Beedcell 4700006736

distance 0.095 · cross-district

#4 · Beedcell 4700007089

distance 0.107 · cross-district

#5 · Parbhanicell 4890000968

distance 0.109

#6 · Parbhanicell 4890000911

distance 0.122

#7 · Parbhanicell 4890001275

distance 0.123

#8 · Parbhanicell 4890001151

distance 0.124

#9 · Parbhanicell 4890001146

distance 0.125

#10 · Parbhanicell 4890004432

distance 0.125

#11 · Parbhanicell 4890001084

distance 0.125

#12 · Parbhanicell 4890001342

distance 0.125

#13 · Parbhanicell 4890001278

distance 0.125

#14 · Parbhanicell 4890001344

distance 0.126

#15 · Parbhanicell 4890000909

distance 0.126

#16 · Parbhanicell 4890001345

distance 0.126

#17 · Parbhanicell 4890001738

distance 0.127

#18 · Parbhanicell 4890000850

distance 0.127

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":4890000792}}}'

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.