Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880000992

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.096

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880001085

distance 0.096

#2 · Dharashivcell 4880001165

distance 0.116

#3 · Dharashivcell 4880000515

distance 0.121

#4 · Dharashivcell 4880000316

distance 0.142

#5 · Laturcell 4810000116

distance 0.15 · cross-district

#6 · Dharashivcell 4880001083

distance 0.151

#7 · Dharashivcell 4880000317

distance 0.16

#8 · Beedcell 4700002778

distance 0.174 · cross-district

#9 · Dharashivcell 4880000195

distance 0.176

#10 · Dharashivcell 4880005204

distance 0.186

#11 · Laturcell 4810000232

distance 0.192 · cross-district

#12 · Dharashivcell 4880005584

distance 0.193

#13 · Jalnacell 4790001836

distance 0.193 · cross-district

#14 · Laturcell 4810000294

distance 0.195 · cross-district

#15 · Beedcell 4700002107

distance 0.197 · cross-district

#16 · Beedcell 4700002105

distance 0.197 · cross-district

#17 · Dharashivcell 4880001084

distance 0.198

#18 · Dharashivcell 4880000177

distance 0.198

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":4880000992}}}'

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.