Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004441

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

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004449

distance 0.132

#2 · Beedcell 4700002224

distance 0.143 · cross-district

#3 · Dharashivcell 4880006010

distance 0.158

#4 · Dharashivcell 4880004530

distance 0.164

#5 · Dharashivcell 4880004545

distance 0.166

#6 · Dharashivcell 4880004809

distance 0.169

#7 · Beedcell 4700002063

distance 0.17 · cross-district

#8 · Beedcell 4700002220

distance 0.172 · cross-district

#9 · Beedcell 4700005728

distance 0.175 · cross-district

#10 · Ahmednagarcell 4660003576

distance 0.176 · cross-district

#11 · Dharashivcell 4880005662

distance 0.178

#12 · Dharashivcell 4880005217

distance 0.178

#13 · Dharashivcell 4880004913

distance 0.18

#14 · Dharashivcell 4880004822

distance 0.184

#15 · Dharashivcell 4880004815

distance 0.184

#16 · Solapurcell 4960011871

distance 0.186 · cross-district

#17 · Beedcell 4700002379

distance 0.186 · cross-district

#18 · Dharashivcell 4880004900

distance 0.186

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":4880004441}}}'

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.