Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880003575

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.128

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810002027

distance 0.128 · cross-district

#2 · Dharashivcell 4880003250

distance 0.163

#3 · Dharashivcell 4880002420

distance 0.167

#4 · Solapurcell 4960007757

distance 0.176 · cross-district

#5 · Dharashivcell 4880003169

distance 0.179

#6 · Dharashivcell 4880004049

distance 0.185

#7 · Solapurcell 4960005034

distance 0.191 · cross-district

#8 · Laturcell 4810002408

distance 0.199 · cross-district

#9 · Dharashivcell 4880003173

distance 0.203

#10 · Ahmednagarcell 4660008742

distance 0.208 · cross-district

#11 · Dharashivcell 4880003759

distance 0.212

#12 · Beedcell 4700007477

distance 0.213 · cross-district

#13 · Dharashivcell 4880004037

distance 0.213

#14 · Nandedcell 4850003591

distance 0.213 · cross-district

#15 · Solapurcell 4960004735

distance 0.214 · cross-district

#16 · Laturcell 4810001128

distance 0.215 · cross-district

#17 · Laturcell 4810002032

distance 0.216 · cross-district

#18 · Beedcell 4700003164

distance 0.217 · 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":4880003575}}}'

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.