Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005191

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

0.194

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004916

distance 0.194

#2 · Dharashivcell 4880000173

distance 0.206

#3 · Nashikcell 4870007201

distance 0.209 · cross-district

#4 · Washimcell 4990002240

distance 0.212 · cross-district

#5 · Dharashivcell 4880001290

distance 0.231

#6 · Amravaticell 4680004853

distance 0.232 · cross-district

#7 · Ahmednagarcell 4660001955

distance 0.237 · cross-district

#8 · Ahmednagarcell 4660003202

distance 0.247 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690005660

distance 0.247 · cross-district

#10 · Yavatmalcell 5000009938

distance 0.25 · cross-district

#11 · Buldhanacell 4720000143

distance 0.256 · cross-district

#12 · Ahmednagarcell 4660008890

distance 0.256 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690006181

distance 0.26 · cross-district

#14 · Solapurcell 4960000161

distance 0.261 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690001238

distance 0.264 · cross-district

#16 · Ahmednagarcell 4660010243

distance 0.265 · cross-district

#17 · Ahmednagarcell 4660009941

distance 0.269 · cross-district

#18 · Ahmednagarcell 4660000157

distance 0.271 · 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":4880005191}}}'

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.