Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880003538

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.162

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960004605

distance 0.162 · cross-district

#2 · Washimcell 4990000123

distance 0.163 · cross-district

#3 · Dharashivcell 4880004083

distance 0.172

#4 · Beedcell 4700003621

distance 0.176 · cross-district

#5 · Akolacell 4670003633

distance 0.186 · cross-district

#6 · Solapurcell 4960003136

distance 0.187 · cross-district

#7 · Washimcell 4990001262

distance 0.189 · cross-district

#8 · Dharashivcell 4880005938

distance 0.192

#9 · Dharashivcell 4880003211

distance 0.196

#10 · Solapurcell 4960003135

distance 0.197 · cross-district

#11 · Buldhanacell 4720005531

distance 0.197 · cross-district

#12 · Amravaticell 4680005032

distance 0.197 · cross-district

#13 · Jalgaoncell 4780005255

distance 0.197 · cross-district

#14 · Dharashivcell 4880001376

distance 0.202

#15 · Buldhanacell 4720000359

distance 0.202 · cross-district

#16 · Dharashivcell 4880001372

distance 0.202

#17 · Solapurcell 4960000965

distance 0.203 · cross-district

#18 · Sanglicell 4930006538

distance 0.204 · 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":4880003538}}}'

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.