Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880003102

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.182

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810001727

distance 0.182 · cross-district

#2 · Dharashivcell 4880003887

distance 0.216

#3 · Dharashivcell 4880002302

distance 0.233

#4 · Beedcell 4700006965

distance 0.24 · cross-district

#5 · Laturcell 4810001149

distance 0.246 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690005567

distance 0.25 · cross-district

#7 · Beedcell 4700003173

distance 0.25 · cross-district

#8 · Laturcell 4810000239

distance 0.254 · cross-district

#9 · Laturcell 4810001201

distance 0.254 · cross-district

#10 · Laturcell 4810000229

distance 0.255 · cross-district

#11 · Dharashivcell 4880002260

distance 0.268

#12 · Beedcell 4700002298

distance 0.268 · cross-district

#13 · Solapurcell 4960006831

distance 0.269 · cross-district

#14 · Dharashivcell 4880002998

distance 0.271

#15 · Solapurcell 4960006179

distance 0.279 · cross-district

#16 · Sanglicell 4930000083

distance 0.281 · cross-district

#17 · Dharashivcell 4880001406

distance 0.284

#18 · Beedcell 4700001802

distance 0.284 · 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":4880003102}}}'

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.