Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000496

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.165

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000279

distance 0.165

#2 · Parbhanicell 4890000743

distance 0.168

#3 · Parbhanicell 4890000543

distance 0.171

#4 · Parbhanicell 4890000173

distance 0.174

#5 · Washimcell 4990001646

distance 0.175 · cross-district

#6 · Beedcell 4700001957

distance 0.176 · cross-district

#7 · Laturcell 4810005905

distance 0.177 · cross-district

#8 · Beedcell 4700001501

distance 0.184 · cross-district

#9 · Parbhanicell 4890000531

distance 0.189

#10 · Nandedcell 4850004314

distance 0.19 · cross-district

#11 · Parbhanicell 4890000364

distance 0.194

#12 · Beedcell 4700001654

distance 0.195 · cross-district

#13 · Parbhanicell 4890000705

distance 0.196

#14 · Parbhanicell 4890000115

distance 0.197

#15 · Ahmednagarcell 4660005722

distance 0.197 · cross-district

#16 · Parbhanicell 4890000456

distance 0.198

#17 · Beedcell 4700006313

distance 0.2 · cross-district

#18 · Parbhanicell 4890000329

distance 0.2

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":4890000496}}}'

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.