Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001075

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.081

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000828

distance 0.081

#2 · Nandedcell 4850001380

distance 0.143 · cross-district

#3 · Parbhanicell 4890001072

distance 0.145

#4 · Nandedcell 4850002698

distance 0.158 · cross-district

#5 · Parbhanicell 4890000776

distance 0.162

#6 · Laturcell 4810005572

distance 0.172 · cross-district

#7 · Parbhanicell 4890000612

distance 0.172

#8 · Parbhanicell 4890000897

distance 0.176

#9 · Parbhanicell 4890000557

distance 0.176

#10 · Nandedcell 4850001777

distance 0.181 · cross-district

#11 · Laturcell 4810005831

distance 0.185 · cross-district

#12 · Sanglicell 4930003844

distance 0.186 · cross-district

#13 · Parbhanicell 4890000322

distance 0.189

#14 · Nandedcell 4850001530

distance 0.189 · cross-district

#15 · Sanglicell 4930005613

distance 0.19 · cross-district

#16 · Sanglicell 4930003669

distance 0.191 · cross-district

#17 · Sanglicell 4930002965

distance 0.194 · cross-district

#18 · Dharashivcell 4880004131

distance 0.194 · 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":4890001075}}}'

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.