Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880000656

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.133

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880001057

distance 0.133

#2 · Dharashivcell 4880000803

distance 0.144

#3 · Dharashivcell 4880000897

distance 0.15

#4 · Beedcell 4700001724

distance 0.157 · cross-district

#5 · Dharashivcell 4880000875

distance 0.159

#6 · Beedcell 4700002042

distance 0.16 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690004522

distance 0.167 · cross-district

#8 · Beedcell 4700002364

distance 0.172 · cross-district

#9 · Dharashivcell 4880000900

distance 0.175

#10 · Beedcell 4700002036

distance 0.183 · cross-district

#11 · Dharashivcell 4880000808

distance 0.186

#12 · Dharashivcell 4880006411

distance 0.186

#13 · Beedcell 4700002876

distance 0.189 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690005217

distance 0.192 · cross-district

#15 · Beedcell 4700002679

distance 0.192 · cross-district

#16 · Solapurcell 4960000787

distance 0.193 · cross-district

#17 · Ahmednagarcell 4660014062

distance 0.193 · cross-district

#18 · Dharashivcell 4880004292

distance 0.196

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":4880000656}}}'

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.