Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005597

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

0.181

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005689

distance 0.181

#2 · Dharashivcell 4880001374

distance 0.197

#3 · Laturcell 4810002498

distance 0.202 · cross-district

#4 · Sanglicell 4930000243

distance 0.208 · cross-district

#5 · Dharashivcell 4880002290

distance 0.21

#6 · Dharashivcell 4880002416

distance 0.212

#7 · Beedcell 4700001134

distance 0.214 · cross-district

#8 · Solapurcell 4960001243

distance 0.215 · cross-district

#9 · Solapurcell 4960005037

distance 0.215 · cross-district

#10 · Solapurcell 4960006210

distance 0.22 · cross-district

#11 · Beedcell 4700002713

distance 0.221 · cross-district

#12 · Solapurcell 4960005493

distance 0.224 · cross-district

#13 · Solapurcell 4960007120

distance 0.224 · cross-district

#14 · Dharashivcell 4880001023

distance 0.225

#15 · Solapurcell 4960002771

distance 0.227 · cross-district

#16 · Solapurcell 4960006068

distance 0.233 · cross-district

#17 · Beedcell 4700006194

distance 0.235 · cross-district

#18 · Ahmednagarcell 4660011392

distance 0.24 · 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":4880005597}}}'

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.