Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004537

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690001942

distance 0.151 · cross-district

#2 · Sanglicell 4930006435

distance 0.189 · cross-district

#3 · Beedcell 4700002534

distance 0.195 · cross-district

#4 · Dharashivcell 4880001643

distance 0.206

#5 · Sanglicell 4930006089

distance 0.216 · cross-district

#6 · Beedcell 4700000182

distance 0.22 · cross-district

#7 · Dharashivcell 4880004529

distance 0.226

#8 · Chhatrapati Sambhajinagarcell 4690001952

distance 0.232 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690002041

distance 0.233 · cross-district

#10 · Beedcell 4700005861

distance 0.233 · cross-district

#11 · Beedcell 4700002535

distance 0.237 · cross-district

#12 · Beedcell 4700000594

distance 0.237 · cross-district

#13 · Dharashivcell 4880003605

distance 0.239

#14 · Ahmednagarcell 4660010118

distance 0.239 · cross-district

#15 · Solapurcell 4960003979

distance 0.244 · cross-district

#16 · Solapurcell 4960007491

distance 0.245 · cross-district

#17 · Nashikcell 4870006804

distance 0.246 · cross-district

#18 · Nashikcell 4870005594

distance 0.246 · 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":4880004537}}}'

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.