Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004581

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.181

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004959

distance 0.181

#2 · Parbhanicell 4890004817

distance 0.187

#3 · Solapurcell 4960003763

distance 0.206 · cross-district

#4 · Nagpurcell 4840007125

distance 0.227 · cross-district

#5 · Nagpurcell 4840007300

distance 0.229 · cross-district

#6 · Nagpurcell 4840007205

distance 0.236 · cross-district

#7 · Akolacell 4670002199

distance 0.236 · cross-district

#8 · Buldhanacell 4720003573

distance 0.24 · cross-district

#9 · Jalnacell 4790004099

distance 0.242 · cross-district

#10 · Parbhanicell 4890002527

distance 0.242

#11 · Chhatrapati Sambhajinagarcell 4690001625

distance 0.243 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690005274

distance 0.244 · cross-district

#13 · Buldhanacell 4720004295

distance 0.248 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690001175

distance 0.248 · cross-district

#15 · Beedcell 4700009007

distance 0.25 · cross-district

#16 · Nagpurcell 4840000259

distance 0.25 · cross-district

#17 · Jalnacell 4790002249

distance 0.251 · cross-district

#18 · Parbhanicell 4890004327

distance 0.252

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":4890004581}}}'

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.