Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001126

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.148

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810005430

distance 0.148 · cross-district

#2 · Parbhanicell 4890001540

distance 0.156

#3 · Chhatrapati Sambhajinagarcell 4690000497

distance 0.163 · cross-district

#4 · Laturcell 4810006167

distance 0.169 · cross-district

#5 · Laturcell 4810005547

distance 0.17 · cross-district

#6 · Parbhanicell 4890001255

distance 0.176

#7 · Beedcell 4700001220

distance 0.177 · cross-district

#8 · Nandedcell 4850004519

distance 0.178 · cross-district

#9 · Parbhanicell 4890000259

distance 0.182

#10 · Laturcell 4810005570

distance 0.184 · cross-district

#11 · Laturcell 4810005865

distance 0.187 · cross-district

#12 · Sanglicell 4930005018

distance 0.189 · cross-district

#13 · Laturcell 4810005503

distance 0.189 · cross-district

#14 · Nandedcell 4850004264

distance 0.193 · cross-district

#15 · Parbhanicell 4890000175

distance 0.196

#16 · Laturcell 4810006073

distance 0.201 · cross-district

#17 · Parbhanicell 4890000016

distance 0.201

#18 · Laturcell 4810006146

distance 0.204 · 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":4890001126}}}'

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.