Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005439

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001246

distance 0.179 · cross-district

#2 · Dharashivcell 4880005060

distance 0.18

#3 · Dharashivcell 4880005627

distance 0.187

#4 · Dharashivcell 4880005259

distance 0.191

#5 · Beedcell 4700008125

distance 0.221 · cross-district

#6 · Nandedcell 4850003134

distance 0.223 · cross-district

#7 · Laturcell 4810005739

distance 0.224 · cross-district

#8 · Beedcell 4700003006

distance 0.225 · cross-district

#9 · Dharashivcell 4880005045

distance 0.228

#10 · Sanglicell 4930005017

distance 0.237 · cross-district

#11 · Dharashivcell 4880004946

distance 0.238

#12 · Dharashivcell 4880006189

distance 0.24

#13 · Parbhanicell 4890001188

distance 0.241 · cross-district

#14 · Dharashivcell 4880003400

distance 0.243

#15 · Nandedcell 4850004453

distance 0.244 · cross-district

#16 · Nandedcell 4850001755

distance 0.247 · cross-district

#17 · Nandedcell 4850004445

distance 0.251 · cross-district

#18 · Ahmednagarcell 4660006788

distance 0.255 · 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":4880005439}}}'

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.