Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005553

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

0.106

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005554

distance 0.106

#2 · Dharashivcell 4880005644

distance 0.132

#3 · Dharashivcell 4880004990

distance 0.134

#4 · Dharashivcell 4880005645

distance 0.135

#5 · Dharashivcell 4880005271

distance 0.136

#6 · Laturcell 4810002747

distance 0.148 · cross-district

#7 · Dharashivcell 4880005559

distance 0.154

#8 · Dharashivcell 4880006074

distance 0.155

#9 · Dharashivcell 4880005556

distance 0.156

#10 · Dharashivcell 4880006071

distance 0.157

#11 · Beedcell 4700007765

distance 0.159 · cross-district

#12 · Solapurcell 4960012382

distance 0.161 · cross-district

#13 · Solapurcell 4960011452

distance 0.162 · cross-district

#14 · Dharashivcell 4880006137

distance 0.162

#15 · Beedcell 4700007954

distance 0.164 · cross-district

#16 · Beedcell 4700005455

distance 0.176 · cross-district

#17 · Dharashivcell 4880005463

distance 0.177

#18 · Beedcell 4700005679

distance 0.178 · 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":4880005553}}}'

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.