Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880006038

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.118

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001105

distance 0.118 · cross-district

#2 · Beedcell 4700002333

distance 0.147 · cross-district

#3 · Dharashivcell 4880005629

distance 0.147

#4 · Beedcell 4700002331

distance 0.151 · cross-district

#5 · Dharashivcell 4880005152

distance 0.153

#6 · Beedcell 4700001245

distance 0.153 · cross-district

#7 · Beedcell 4700001691

distance 0.154 · cross-district

#8 · Beedcell 4700001240

distance 0.155 · cross-district

#9 · Dharashivcell 4880004582

distance 0.168

#10 · Beedcell 4700002332

distance 0.17 · cross-district

#11 · Beedcell 4700001692

distance 0.171 · cross-district

#12 · Beedcell 4700001847

distance 0.177 · cross-district

#13 · Dharashivcell 4880004764

distance 0.178

#14 · Dharashivcell 4880006350

distance 0.181

#15 · Ahmednagarcell 4660002011

distance 0.183 · cross-district

#16 · Ahmednagarcell 4660002934

distance 0.186 · cross-district

#17 · Beedcell 4700003020

distance 0.187 · cross-district

#18 · Beedcell 4700001690

distance 0.192 · 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":4880006038}}}'

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.