Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000764

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000493

distance 0.176

#2 · Parbhanicell 4890000636

distance 0.177

#3 · Parbhanicell 4890000363

distance 0.185

#4 · Beedcell 4700005749

distance 0.186 · cross-district

#5 · Parbhanicell 4890000558

distance 0.203

#6 · Jalgaoncell 4780000720

distance 0.206 · cross-district

#7 · Nandedcell 4850002105

distance 0.207 · cross-district

#8 · Beedcell 4700006176

distance 0.209 · cross-district

#9 · Parbhanicell 4890000612

distance 0.21

#10 · Parbhanicell 4890000482

distance 0.21

#11 · Nagpurcell 4840006951

distance 0.212 · cross-district

#12 · Dharashivcell 4880006187

distance 0.213 · cross-district

#13 · Buldhanacell 4720002161

distance 0.213 · cross-district

#14 · Parbhanicell 4890001076

distance 0.214

#15 · Beedcell 4700001085

distance 0.214 · cross-district

#16 · Laturcell 4810001352

distance 0.214 · cross-district

#17 · Buldhanacell 4720001023

distance 0.214 · cross-district

#18 · Laturcell 4810005973

distance 0.216 · 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":4890000764}}}'

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.