Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880003390

The MH-36 locality cells most similar to this Dharashiv 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

0.199

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004378

distance 0.199

#2 · Dharashivcell 4880003713

distance 0.215

#3 · Dharashivcell 4880003388

distance 0.228

#4 · Beedcell 4700004118

distance 0.236 · cross-district

#5 · Laturcell 4810005002

distance 0.24 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690007485

distance 0.244 · cross-district

#7 · Dharashivcell 4880006022

distance 0.245

#8 · Laturcell 4810000845

distance 0.246 · cross-district

#9 · Beedcell 4700001232

distance 0.248 · cross-district

#10 · Dharashivcell 4880006061

distance 0.25

#11 · Laturcell 4810001683

distance 0.251 · cross-district

#12 · Parbhanicell 4890001190

distance 0.252 · cross-district

#13 · Dharashivcell 4880003144

distance 0.252

#14 · Laturcell 4810005864

distance 0.253 · cross-district

#15 · Solapurcell 4960001348

distance 0.261 · cross-district

#16 · Laturcell 4810000819

distance 0.261 · cross-district

#17 · Parbhanicell 4890001386

distance 0.266 · cross-district

#18 · Solapurcell 4960011454

distance 0.268 · 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":488,"cluster_id":4880003390}}}'

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.