Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004262

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

0.158

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005458

distance 0.158

#2 · Dharashivcell 4880001301

distance 0.192

#3 · Beedcell 4700004572

distance 0.192 · cross-district

#4 · Beedcell 4700005808

distance 0.193 · cross-district

#5 · Sanglicell 4930000764

distance 0.196 · cross-district

#6 · Dharashivcell 4880004977

distance 0.207

#7 · Solapurcell 4960012343

distance 0.208 · cross-district

#8 · Beedcell 4700003027

distance 0.216 · cross-district

#9 · Dharashivcell 4880004599

distance 0.217

#10 · Solapurcell 4960012381

distance 0.219 · cross-district

#11 · Sanglicell 4930003819

distance 0.221 · cross-district

#12 · Dharashivcell 4880003235

distance 0.224

#13 · Nandedcell 4850004534

distance 0.226 · cross-district

#14 · Parbhanicell 4890000019

distance 0.229 · cross-district

#15 · Dharashivcell 4880005184

distance 0.232

#16 · Dharashivcell 4880003435

distance 0.233

#17 · Beedcell 4700002861

distance 0.234 · cross-district

#18 · Solapurcell 4960000540

distance 0.234 · 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":4880004262}}}'

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.